June 13, 2019

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zziz/pwc

zziz/pwc

Papers with code. Sorted by stars. Updated weekly.
repo name zziz/pwc
repo link https://github.com/zziz/pwc
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size (curr.) 1643 kB
stars (curr.) 14324
created 2018-09-02
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2018

Title Conf Code Stars
Video-to-Video Synthesis NIPS code 5578
Deep Image Prior CVPR code 3736
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation CVPR code 3405
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network ECCV code 2434
Learning to See in the Dark CVPR code 2326
Glow: Generative Flow with Invertible 1x1 Convolutions NIPS code 2088
Squeeze-and-Excitation Networks CVPR code 1477
Efficient Neural Architecture Search via Parameters Sharing ICML code 1382
Multimodal Unsupervised Image-to-image Translation ECCV code 1296
Non-Local Neural Networks CVPR code 992
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? CVPR code 924
Single-Shot Refinement Neural Network for Object Detection CVPR code 875
Image Generation From Scene Graphs CVPR code 851
GANimation: Anatomically-aware Facial Animation from a Single Image ECCV code 772
Simple Baselines for Human Pose Estimation and Tracking ECCV code 752
Visualizing the Loss Landscape of Neural Nets NIPS code 724
Detect-and-Track: Efficient Pose Estimation in Videos CVPR code 650
Relation Networks for Object Detection CVPR code 635
Generative Image Inpainting With Contextual Attention CVPR code 609
PointCNN NIPS code 607
Look at Boundary: A Boundary-Aware Face Alignment Algorithm CVPR code 575
Pelee: A Real-Time Object Detection System on Mobile Devices NIPS code 548
Distractor-aware Siamese Networks for Visual Object Tracking ECCV code 545
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples ICML code 535
Which Training Methods for GANs do actually Converge? ICML code 520
End-to-End Recovery of Human Shape and Pose CVPR code 502
Taskonomy: Disentangling Task Transfer Learning CVPR code 502
Cascaded Pyramid Network for Multi-Person Pose Estimation CVPR code 497
Neural 3D Mesh Renderer CVPR code 489
Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs CVPR code 489
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs CVPR code 485
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric CVPR code 447
Frustum PointNets for 3D Object Detection From RGB-D Data CVPR code 434
The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks CVPR code 416
ICNet for Real-Time Semantic Segmentation on High-Resolution Images ECCV code 415
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume CVPR code 398
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ CVPR code 397
Gibson Env: Real-World Perception for Embodied Agents CVPR code 385
Acquisition of Localization Confidence for Accurate Object Detection ECCV code 384
Noise2Noise: Learning Image Restoration without Clean Data ICML code 370
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation CVPR code 359
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose CVPR code 359
A Style-Aware Content Loss for Real-time HD Style Transfer ECCV code 349
Soccer on Your Tabletop CVPR code 338
Pyramid Stereo Matching Network CVPR code 335
Neural Baby Talk CVPR code 332
License Plate Detection and Recognition in Unconstrained Scenarios ECCV code 326
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors CVPR code 326
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images ECCV code 323
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning CVPR code 317
Fast End-to-End Trainable Guided Filter CVPR code 312
Deep Clustering for Unsupervised Learning of Visual Features ECCV code 302
Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs CVPR code 294
Neural Relational Inference for Interacting Systems ICML code 289
Adversarially Regularized Autoencoders ICML code 282
Learning to Adapt Structured Output Space for Semantic Segmentation CVPR code 280
Convolutional Neural Networks With Alternately Updated Clique CVPR code 272
Learning to Segment Every Thing CVPR code 269
Supervising Unsupervised Learning NIPS code 262
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR code 261
Bilinear Attention Networks NIPS code 258
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation ECCV code 254
An intriguing failing of convolutional neural networks and the CoordConv solution NIPS code 249
End-to-End Learning of Motion Representation for Video Understanding CVPR code 238
Image Super-Resolution Using Very Deep Residual Channel Attention Networks ECCV code 234
Iterative Visual Reasoning Beyond Convolutions CVPR code 228
Semi-Parametric Image Synthesis CVPR code 226
Compressed Video Action Recognition CVPR code 225
Style Aggregated Network for Facial Landmark Detection CVPR code 223
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping CVPR code 220
Multi-Content GAN for Few-Shot Font Style Transfer CVPR code 218
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models ICML code 214
Referring Relationships CVPR code 210
MoCoGAN: Decomposing Motion and Content for Video Generation CVPR code 205
Latent Alignment and Variational Attention NIPS code 204
LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image CVPR code 202
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs CVPR code 197
An End-to-End TextSpotter With Explicit Alignment and Attention CVPR code 195
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks CVPR code 189
SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR code 188
Attentive Generative Adversarial Network for Raindrop Removal From a Single Image CVPR code 186
Single View Stereo Matching CVPR code 182
MegaDepth: Learning Single-View Depth Prediction From Internet Photos CVPR code 181
ECO: Efficient Convolutional Network for Online Video Understanding ECCV code 180
Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR code 180
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing CVPR code 179
Video Based Reconstruction of 3D People Models CVPR code 179
Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks CVPR code 178
Learning Category-Specific Mesh Reconstruction from Image Collections ECCV code 176
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms NIPS code 175
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation ECCV code 175
Group Normalization ECCV code 175
Real-Time Seamless Single Shot 6D Object Pose Prediction CVPR code 174
MVSNet: Depth Inference for Unstructured Multi-view Stereo ECCV code 174
Neural Motifs: Scene Graph Parsing With Global Context CVPR code 171
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations CVPR code 169
Optimizing Video Object Detection via a Scale-Time Lattice CVPR code 168
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network ECCV code 167
Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns CVPR code 166
Weakly Supervised Instance Segmentation Using Class Peak Response CVPR code 166
PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image CVPR code 164
Residual Dense Network for Image Super-Resolution CVPR code 163
Embodied Question Answering CVPR code 162
Evolved Policy Gradients NIPS code 160
Camera Style Adaptation for Person Re-Identification CVPR code 159
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer CVPR code 159
Scale-Recurrent Network for Deep Image Deblurring CVPR code 159
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction CVPR code 158
Relational recurrent neural networks NIPS code 157
Densely Connected Pyramid Dehazing Network CVPR code 155
Image Inpainting for Irregular Holes Using Partial Convolutions ECCV code 153
SO-Net: Self-Organizing Network for Point Cloud Analysis CVPR code 152
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling CVPR code 152
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices CVPR code 152
DenseASPP for Semantic Segmentation in Street Scenes CVPR code 151
Facelet-Bank for Fast Portrait Manipulation CVPR code 150
Self-Imitation Learning ICML code 145
Graph R-CNN for Scene Graph Generation ECCV code 144
A Closer Look at Spatiotemporal Convolutions for Action Recognition CVPR code 143
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation CVPR code 143
Quantized Densely Connected U-Nets for Efficient Landmark Localization ECCV code 143
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining ECCV code 142
Two-Stream Convolutional Networks for Dynamic Texture Synthesis CVPR code 141
Integral Human Pose Regression ECCV code 141
Adaptive Affinity Fields for Semantic Segmentation ECCV code 141
LSTM Pose Machines CVPR code 141
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships CVPR code 140
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform CVPR code 139
Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification CVPR code 137
Learning to Compare: Relation Network for Few-Shot Learning CVPR code 135
CosFace: Large Margin Cosine Loss for Deep Face Recognition CVPR code 135
Deep Depth Completion of a Single RGB-D Image CVPR code 134
Deep Back-Projection Networks for Super-Resolution CVPR code 132
Context Embedding Networks CVPR code 131
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics CVPR code 131
Perturbative Neural Networks CVPR code 130
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis ICML code 129
Fast and Accurate Online Video Object Segmentation via Tracking Parts CVPR code 129
Nonlinear 3D Face Morphable Model CVPR code 128
BodyNet: Volumetric Inference of 3D Human Body Shapes ECCV code 126
3D-CODED: 3D Correspondences by Deep Deformation ECCV code 125
DeepMVS: Learning Multi-View Stereopsis CVPR code 125
Hierarchical Imitation and Reinforcement Learning ICML code 124
Domain Adaptive Faster R-CNN for Object Detection in the Wild CVPR code 123
L4: Practical loss-based stepsize adaptation for deep learning NIPS code 123
A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts CVPR code 122
Recurrent Relational Networks NIPS code 121
Gated Path Planning Networks ICML code 121
PSANet: Point-wise Spatial Attention Network for Scene Parsing ECCV code 121
Rethinking Feature Distribution for Loss Functions in Image Classification CVPR code 120
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network CVPR code 118
FOTS: Fast Oriented Text Spotting With a Unified Network CVPR code 118
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes ECCV code 117
PU-Net: Point Cloud Upsampling Network CVPR code 117
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning CVPR code 117
Long-term Tracking in the Wild: a Benchmark ECCV code 116
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene CVPR code 114
Repulsion Loss: Detecting Pedestrians in a Crowd CVPR code 113
Unsupervised Attention-guided Image-to-Image Translation NIPS code 110
Attention-based Deep Multiple Instance Learning ICML code 109
Learning Blind Video Temporal Consistency ECCV code 109
Noisy Natural Gradient as Variational Inference ICML code 108
End-to-End Weakly-Supervised Semantic Alignment CVPR code 106
Decoupled Networks CVPR code 105
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively CVPR code 104
MAttNet: Modular Attention Network for Referring Expression Comprehension CVPR code 104
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks ECCV code 103
FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors CVPR code 100
Deep Mutual Learning CVPR code 100
Macro-Micro Adversarial Network for Human Parsing ECCV code 98
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans CVPR code 97
Learning Depth From Monocular Videos Using Direct Methods CVPR code 97
VITON: An Image-Based Virtual Try-On Network CVPR code 95
Cascade R-CNN: Delving Into High Quality Object Detection CVPR code 93
Learning Human-Object Interactions by Graph Parsing Neural Networks ECCV code 93
Future Frame Prediction for Anomaly Detection – A New Baseline CVPR code 92
Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence ECCV code 92
Tell Me Where to Look: Guided Attention Inference Network CVPR code 91
Neural Kinematic Networks for Unsupervised Motion Retargetting CVPR code 90
Learning SO(3) Equivariant Representations with Spherical CNNs ECCV code 89
One-Shot Unsupervised Cross Domain Translation NIPS code 89
Synthesizing Images of Humans in Unseen Poses CVPR code 88
Depth-aware CNN for RGB-D Segmentation ECCV code 88
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights ECCV code 88
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding CVPR code 87
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes CVPR code 87
Neural Arithmetic Logic Units NIPS code 87
A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR code 87
VITAL: VIsual Tracking via Adversarial Learning CVPR code 86
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking CVPR code 86
Recurrent Pixel Embedding for Instance Grouping CVPR code 85
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation CVPR code 84
Multi-Scale Location-Aware Kernel Representation for Object Detection CVPR code 84
Repeatability Is Not Enough: Learning Affine Regions via Discriminability ECCV code 84
“Zero-Shot” Super-Resolution Using Deep Internal Learning CVPR code 84
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency ECCV code 82
Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction CVPR code 80
Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation ECCV code 78
Generalizing A Person Retrieval Model Hetero- and Homogeneously ECCV code 78
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning CVPR code 77
Pairwise Confusion for Fine-Grained Visual Classification ECCV code 77
Learning to Reweight Examples for Robust Deep Learning ICML code 76
Improving Generalization via Scalable Neighborhood Component Analysis ECCV code 76
SparseMAP: Differentiable Sparse Structured Inference ICML code 75
PDE-Net: Learning PDEs from Data ICML code 75
Pose-Normalized Image Generation for Person Re-identification ECCV code 75
Disentangled Person Image Generation CVPR code 75
Learning to Navigate for Fine-grained Classification ECCV code 74
Superpixel Sampling Networks ECCV code 74
Shift-Net: Image Inpainting via Deep Feature Rearrangement ECCV code 74
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation ECCV code 74
Ordinal Depth Supervision for 3D Human Pose Estimation CVPR code 74
Path-Level Network Transformation for Efficient Architecture Search ICML code 73
Diverse Image-to-Image Translation via Disentangled Representations ECCV code 72
Visual Feature Attribution Using Wasserstein GANs CVPR code 72
Real-World Anomaly Detection in Surveillance Videos CVPR code 72
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval CVPR code 72
Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image ECCV code 72
Learning to Find Good Correspondences CVPR code 72
Learning Less Is More - 6D Camera Localization via 3D Surface Regression CVPR code 72
Object Level Visual Reasoning in Videos ECCV code 71
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing CVPR code 71
Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration CVPR code 71
Fast and Accurate Single Image Super-Resolution via Information Distillation Network CVPR code 71
Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present CVPR code 70
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR code 70
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR code 69
Progressive Neural Architecture Search ECCV code 68
Generative Neural Machine Translation NIPS code 68
Learning Latent Super-Events to Detect Multiple Activities in Videos CVPR code 67
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks CVPR code 67
Adversarial Feature Augmentation for Unsupervised Domain Adaptation CVPR code 67
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking CVPR code 67
Pointwise Convolutional Neural Networks CVPR code 67
Optimizing the Latent Space of Generative Networks ICML code 66
Part-Aligned Bilinear Representations for Person Re-Identification ECCV code 64
Geometry-Aware Learning of Maps for Camera Localization CVPR code 63
Fighting Fake News: Image Splice Detection via Learned Self-Consistency ECCV code 62
Isolating Sources of Disentanglement in Variational Autoencoders NIPS code 62
Neural Program Synthesis from Diverse Demonstration Videos ICML code 62
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation ECCV code 61
Rotation-Sensitive Regression for Oriented Scene Text Detection CVPR code 61
Human Semantic Parsing for Person Re-Identification CVPR code 61
Unsupervised Discovery of Object Landmarks as Structural Representations CVPR code 61
IQA: Visual Question Answering in Interactive Environments CVPR code 60
Hierarchical Long-term Video Prediction without Supervision ICML code 60
Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency ECCV code 60
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning CVPR code 59
Neural Style Transfer via Meta Networks CVPR code 59
Frame-Recurrent Video Super-Resolution CVPR code 58
PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction ECCV code 57
CBAM: Convolutional Block Attention Module ECCV code 57
Decorrelated Batch Normalization CVPR code 57
Learning Conditioned Graph Structures for Interpretable Visual Question Answering NIPS code 57
Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition ECCV code 57
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank CVPR code 56
Deep Marching Cubes: Learning Explicit Surface Representations CVPR code 56
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation CVPR code 56
LF-Net: Learning Local Features from Images NIPS code 55
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model ECCV code 55
Discriminability Objective for Training Descriptive Captions CVPR code 54
BlockDrop: Dynamic Inference Paths in Residual Networks CVPR code 54
Conditional Probability Models for Deep Image Compression CVPR code 54
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation CVPR code 54
Learning towards Minimum Hyperspherical Energy NIPS code 54
DeepVS: A Deep Learning Based Video Saliency Prediction Approach ECCV code 53
Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting ECCV code 52
Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation CVPR code 52
Wasserstein Introspective Neural Networks CVPR code 51
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis CVPR code 51
Self-produced Guidance for Weakly-supervised Object Localization ECCV code 51
Measuring abstract reasoning in neural networks ICML code 51
A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation NIPS code 51
RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials CVPR code 51
Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation ECCV code 50
Efficient end-to-end learning for quantizable representations ICML code 50
Visual Question Generation as Dual Task of Visual Question Answering CVPR code 50
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam ICML code 49
Surface Networks CVPR code 48
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML code 48
Stacked Cross Attention for Image-Text Matching ECCV code 48
Actor and Observer: Joint Modeling of First and Third-Person Videos CVPR code 48
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation CVPR code 47
Learning-based Video Motion Magnification ECCV code 47
Pose Partition Networks for Multi-Person Pose Estimation ECCV code 47
Neural Autoregressive Flows ICML code 47
Weakly- and Semi-Supervised Panoptic Segmentation ECCV code 46
Video Re-localization ECCV code 46
Real-time ‘Actor-Critic’ Tracking ECCV code 46
Black-box Adversarial Attacks with Limited Queries and Information ICML code 46
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings ICML code 46
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation CVPR code 46
Differentiable Compositional Kernel Learning for Gaussian Processes ICML code 45
Visualizing and Understanding Atari Agents ICML code 45
Image Manipulation with Perceptual Discriminators ECCV code 45
Learning Intrinsic Image Decomposition From Watching the World CVPR code 45
Overcoming Catastrophic Forgetting with Hard Attention to the Task ICML code 44
Learning Pose Specific Representations by Predicting Different Views CVPR code 44
Zero-Shot Object Detection ECCV code 43
Mean Field Multi-Agent Reinforcement Learning ICML code 43
Partial Adversarial Domain Adaptation ECCV code 43
Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation ECCV code 43
Robust Classification With Convolutional Prototype Learning CVPR code 43
SimplE Embedding for Link Prediction in Knowledge Graphs NIPS code 42
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning ICML code 42
Learning to Blend Photos ECCV code 42
Mask-Guided Contrastive Attention Model for Person Re-Identification CVPR code 41
Link Prediction Based on Graph Neural Networks NIPS code 41
Generalisation in humans and deep neural networks NIPS code 41
Towards Binary-Valued Gates for Robust LSTM Training ICML code 41
Multi-scale Residual Network for Image Super-Resolution ECCV code 41
Fully Motion-Aware Network for Video Object Detection ECCV code 41
Interpretable Convolutional Neural Networks CVPR code 40
Generative Adversarial Perturbations CVPR code 40
The Sound of Pixels ECCV code 40
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization CVPR code 40
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance ECCV code 40
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation NIPS code 40
Learning Warped Guidance for Blind Face Restoration ECCV code 39
Adversarial Complementary Learning for Weakly Supervised Object Localization CVPR code 39
Learning Semantic Representations for Unsupervised Domain Adaptation ICML code 39
Neural Architecture Search with Bayesian Optimisation and Optimal Transport NIPS code 39
Mutual Information Neural Estimation ICML code 39
NetGAN: Generating Graphs via Random Walks ICML code 39
Learning to Evaluate Image Captioning CVPR code 38
Hyperbolic Neural Networks NIPS code 37
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation ECCV code 37
Adversarially Learned One-Class Classifier for Novelty Detection CVPR code 37
Disentangling by Factorising ICML code 37
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples ICML code 37
Tangent Convolutions for Dense Prediction in 3D CVPR code 37
Few-Shot Image Recognition by Predicting Parameters From Activations CVPR code 37
Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer CVPR code 37
Generalizing to Unseen Domains via Adversarial Data Augmentation NIPS code 36
SeGAN: Segmenting and Generating the Invisible CVPR code 36
Graphical Generative Adversarial Networks NIPS code 36
PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference CVPR code 36
Gated Fusion Network for Single Image Dehazing CVPR code 35
Neural Code Comprehension: A Learnable Representation of Code Semantics NIPS code 35
Eye In-Painting With Exemplar Generative Adversarial Networks CVPR code 35
Deep One-Class Classification ICML code 34
Deep Regression Tracking with Shrinkage Loss ECCV code 34
Deflecting Adversarial Attacks With Pixel Deflection CVPR code 34
Learning Visual Question Answering by Bootstrapping Hard Attention ECCV code 33
Human-Centric Indoor Scene Synthesis Using Stochastic Grammar CVPR code 33
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering CVPR code 33
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise CVPR code 33
Speaker-Follower Models for Vision-and-Language Navigation NIPS code 33
Improving Shape Deformation in Unsupervised Image-to-Image Translation ECCV code 33
Learning Single-View 3D Reconstruction with Limited Pose Supervision ECCV code 33
3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data NIPS code 33
Adversarial Logit Pairing NIPS code 32
Attention in Convolutional LSTM for Gesture Recognition NIPS code 32
Graph-Cut RANSAC CVPR code 32
Neural Guided Constraint Logic Programming for Program Synthesis NIPS code 32
Learning Dynamic Memory Networks for Object Tracking ECCV code 32
GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints ECCV code 32
A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks NIPS code 32
Flow-Grounded Spatial-Temporal Video Prediction from Still Images ECCV code 32
Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection ECCV code 32
On the Robustness of Semantic Segmentation Models to Adversarial Attacks CVPR code 31
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning CVPR code 31
SketchyScene: Richly-Annotated Scene Sketches ECCV code 31
Deep Randomized Ensembles for Metric Learning ECCV code 30
Deep High Dynamic Range Imaging with Large Foreground Motions ECCV code 30
Revisiting Video Saliency: A Large-Scale Benchmark and a New Model CVPR code 30
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR code 30
Deep Model-Based 6D Pose Refinement in RGB ECCV code 30
TOM-Net: Learning Transparent Object Matting From a Single Image CVPR code 30
Quaternion Convolutional Neural Networks ECCV code 30
Densely Connected Attention Propagation for Reading Comprehension NIPS code 30
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising ECCV code 30
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML code 29
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding CVPR code 29
Recurrent Scene Parsing With Perspective Understanding in the Loop CVPR code 29
Single Shot Scene Text Retrieval ECCV code 29
Toward Characteristic-Preserving Image-based Virtual Try-On Network ECCV code 29
Explainable Neural Computation via Stack Neural Module Networks ECCV code 29
Exploring Disentangled Feature Representation Beyond Face Identification CVPR code 29
Controllable Video Generation With Sparse Trajectories CVPR code 28
Layer-structured 3D Scene Inference via View Synthesis ECCV code 28
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation ECCV code 28
PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection CVPR code 28
Learning Rich Features for Image Manipulation Detection CVPR code 27
Fast Video Object Segmentation by Reference-Guided Mask Propagation CVPR code 27
3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration ECCV code 27
Who Let the Dogs Out? Modeling Dog Behavior From Visual Data CVPR code 27
EC-Net: an Edge-aware Point set Consolidation Network ECCV code 27
Interpretable Intuitive Physics Model ECCV code 27
Learning a Discriminative Feature Network for Semantic Segmentation CVPR code 26
Partial Transfer Learning With Selective Adversarial Networks CVPR code 26
Cross-Modal Deep Variational Hand Pose Estimation CVPR code 26
Between-Class Learning for Image Classification CVPR code 26
AON: Towards Arbitrarily-Oriented Text Recognition CVPR code 26
Conditional Image-to-Image Translation CVPR code 25
Learning Convolutional Networks for Content-Weighted Image Compression CVPR code 25
Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification CVPR code 25
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries ECCV code 25
CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation CVPR code 25
Deep Texture Manifold for Ground Terrain Recognition CVPR code 25
Audio-Visual Event Localization in Unconstrained Videos ECCV code 25
First Order Generative Adversarial Networks ICML code 25
Visual Coreference Resolution in Visual Dialog using Neural Module Networks ECCV code 25
SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks CVPR code 24
Deep Reinforcement Learning of Marked Temporal Point Processes NIPS code 24
Explicit Inductive Bias for Transfer Learning with Convolutional Networks ICML code 24
LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR code 24
Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes ECCV code 24
Multi-Agent Diverse Generative Adversarial Networks CVPR code 23
Face Aging With Identity-Preserved Conditional Generative Adversarial Networks CVPR code 23
Learning to Separate Object Sounds by Watching Unlabeled Video ECCV code 23
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML code 23
To Trust Or Not To Trust A Classifier NIPS code 23
Im2Flow: Motion Hallucination From Static Images for Action Recognition CVPR code 22
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing CVPR code 22
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning CVPR code 22
Anonymous Walk Embeddings ICML code 22
Learning to Multitask NIPS code 22
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR code 22
HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN CVPR code 22
Hierarchical Relational Networks for Group Activity Recognition and Retrieval ECCV code 22
Collaborative and Adversarial Network for Unsupervised Domain Adaptation CVPR code 22
Geometry-Aware Scene Text Detection With Instance Transformation Network CVPR code 22
Learning to Promote Saliency Detectors CVPR code 21
CSGNet: Neural Shape Parser for Constructive Solid Geometry CVPR code 21
Local Spectral Graph Convolution for Point Set Feature Learning ECCV code 21
HiDDeN: Hiding Data with Deep Networks ECCV code 21
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR code 20
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR code 20
Fully-Convolutional Point Networks for Large-Scale Point Clouds ECCV code 20
Learning Superpixels With Segmentation-Aware Affinity Loss CVPR code 20
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks CVPR code 20
Crowd Counting With Deep Negative Correlation Learning CVPR code 20
Dimensionality-Driven Learning with Noisy Labels ICML code 20
Objects that Sound ECCV code 20
Deep Expander Networks: Efficient Deep Networks from Graph Theory ECCV code 19
Low-Shot Learning With Large-Scale Diffusion CVPR code 19
Low-Shot Learning With Imprinted Weights CVPR code 19
Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery CVPR code 19
Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR code 19
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders ECCV code 19
CTAP: Complementary Temporal Action Proposal Generation ECCV code 18
DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors NIPS code 18
Conditional Image-Text Embedding Networks ECCV code 18
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images CVPR code 18
Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points CVPR code 18
Bayesian Optimization of Combinatorial Structures ICML code 18
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis CVPR code 18
Learning Type-Aware Embeddings for Fashion Compatibility ECCV code 17
Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR code 17
Revisiting Deep Intrinsic Image Decompositions CVPR code 17
A Spectral Approach to Gradient Estimation for Implicit Distributions ICML code 17
Hierarchical Novelty Detection for Visual Object Recognition CVPR code 17
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies CVPR code 17
Learning Generative ConvNets via Multi-Grid Modeling and Sampling CVPR code 17
Learning 3D Shape Completion From Laser Scan Data With Weak Supervision CVPR code 17
Triplet Loss in Siamese Network for Object Tracking ECCV code 17
Adversarial Attack on Graph Structured Data ICML code 17
Arbitrary Style Transfer With Deep Feature Reshuffle CVPR code 17
Visual Question Reasoning on General Dependency Tree CVPR code 17
Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition ECCV code 16
Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks NIPS code 16
Coded Sparse Matrix Multiplication ICML code 16
Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment CVPR code 16
Recovering 3D Planes from a Single Image via Convolutional Neural Networks ECCV code 16
SegStereo: Exploiting Semantic Information for Disparity Estimation ECCV code 16
Functional Gradient Boosting based on Residual Network Perception ICML code 16
NAG: Network for Adversary Generation CVPR code 16
Generative Probabilistic Novelty Detection with Adversarial Autoencoders NIPS code 16
Hashing as Tie-Aware Learning to Rank CVPR code 15
Pose Proposal Networks ECCV code 15
Convolutional Sequence to Sequence Model for Human Dynamics CVPR code 15
Joint Pose and Expression Modeling for Facial Expression Recognition CVPR code 15
Grounding Referring Expressions in Images by Variational Context CVPR code 15
Rethinking the Form of Latent States in Image Captioning ECCV code 15
Open Set Domain Adaptation by Backpropagation ECCV code 15
Neural Sign Language Translation CVPR code 15
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters ECCV code 15
Efficient Neural Audio Synthesis ICML code 15
Deep Learning Under Privileged Information Using Heteroscedastic Dropout CVPR code 14
Image Transformer ICML code 14
Learning to Understand Image Blur CVPR code 14
Learning and Using the Arrow of Time CVPR code 14
Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints CVPR code 14
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation ECCV code 14
Multi-Scale Weighted Nuclear Norm Image Restoration CVPR code 14
Synthesizing Robust Adversarial Examples ICML code 13
Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data ECCV code 13
Assessing Generative Models via Precision and Recall NIPS code 13
Deep Diffeomorphic Transformer Networks CVPR code 13
Learning by Asking Questions CVPR code 13
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR code 13
Variational Autoencoders for Deforming 3D Mesh Models CVPR code 13
Min-Entropy Latent Model for Weakly Supervised Object Detection CVPR code 13
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering CVPR code 13
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace ICML code 13
Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition CVPR code 13
Finding Influential Training Samples for Gradient Boosted Decision Trees ICML code 13
Gesture Recognition: Focus on the Hands CVPR code 12
Cross-View Image Synthesis Using Conditional GANs CVPR code 12
Joint Optimization Framework for Learning With Noisy Labels CVPR code 12
Future Person Localization in First-Person Videos CVPR code 12
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos ECCV code 12
Learning Transferable Architectures for Scalable Image Recognition CVPR code 12
Clipped Action Policy Gradient ICML code 12
Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation CVPR code 12
Decouple Learning for Parameterized Image Operators ECCV code 12
Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction ICML code 12
Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NIPS code 12
AMNet: Memorability Estimation With Attention CVPR code 12
Adversarial Time-to-Event Modeling ICML code 12
Reversible Recurrent Neural Networks NIPS code 12
Human Pose Estimation With Parsing Induced Learner CVPR code 11
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking ECCV code 11
A Joint Sequence Fusion Model for Video Question Answering and Retrieval ECCV code 11
Learning Face Age Progression: A Pyramid Architecture of GANs CVPR code 11
Robust Physical-World Attacks on Deep Learning Visual Classification CVPR code 11
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach ICML code 11
Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory ICML code 11
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR code 11
Accelerating Natural Gradient with Higher-Order Invariance ICML code 11
Hierarchical Multi-Label Classification Networks ICML code 11
Convolutional Image Captioning CVPR code 11
Boosting Domain Adaptation by Discovering Latent Domains CVPR code 11
Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks CVPR code 10
PacGAN: The power of two samples in generative adversarial networks NIPS code 10
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification CVPR code 10
End-to-End Incremental Learning ECCV code 10
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation CVPR code 10
On GANs and GMMs NIPS code 10
Salient Object Detection Driven by Fixation Prediction CVPR code 9
Semantic Video Segmentation by Gated Recurrent Flow Propagation CVPR code 9
Constraint-Aware Deep Neural Network Compression ECCV code 9
Statistically-motivated Second-order Pooling ECCV code 9
Excitation Backprop for RNNs CVPR code 9
Analyzing Uncertainty in Neural Machine Translation ICML code 9
Learning Dynamics of Linear Denoising Autoencoders ICML code 9
Saliency Detection in 360° Videos ECCV code 9
Density Adaptive Point Set Registration CVPR code 9
Decoupled Parallel Backpropagation with Convergence Guarantee ICML code 9
Classification from Pairwise Similarity and Unlabeled Data ICML code 9
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis ICML code 9
Modeling Sparse Deviations for Compressed Sensing using Generative Models ICML code 9
Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction CVPR code 9
Towards Open-Set Identity Preserving Face Synthesis CVPR code 9
Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras CVPR code 8
BourGAN: Generative Networks with Metric Embeddings NIPS code 8
Fast Information-theoretic Bayesian Optimisation ICML code 8
Deep Variational Reinforcement Learning for POMDPs ICML code 8
Specular-to-Diffuse Translation for Multi-View Reconstruction ECCV code 8
Dynamic Conditional Networks for Few-Shot Learning ECCV code 8
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering CVPR code 8
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs CVPR code 8
Deep Defense: Training DNNs with Improved Adversarial Robustness NIPS code 8
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations ICML code 8
Light Structure from Pin Motion: Simple and Accurate Point Light Calibration for Physics-based Modeling ECCV code 7
Non-metric Similarity Graphs for Maximum Inner Product Search NIPS code 7
Towards Realistic Predictors ECCV code 7
Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation NIPS code 7
Don’t Just Assume Look and Answer: Overcoming Priors for Visual Question Answering CVPR code 7
Learning Dual Convolutional Neural Networks for Low-Level Vision CVPR code 7
The Mirage of Action-Dependent Baselines in Reinforcement Learning ICML code 7
DVQA: Understanding Data Visualizations via Question Answering CVPR code 7
A Two-Step Disentanglement Method CVPR code 7
Detecting and Correcting for Label Shift with Black Box Predictors ICML code 7
Conditional Prior Networks for Optical Flow ECCV code 7
Generative Adversarial Learning Towards Fast Weakly Supervised Detection CVPR code 7
Adversarial Learning with Local Coordinate Coding ICML code 7
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR code 7
AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks CVPR code 7
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation ICML code 7
Banach Wasserstein GAN NIPS code 7
Gradually Updated Neural Networks for Large-Scale Image Recognition ICML code 7
Learning Steady-States of Iterative Algorithms over Graphs ICML code 7
Progressive Attention Guided Recurrent Network for Salient Object Detection CVPR code 7
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains CVPR code 6
Unsupervised holistic image generation from key local patches ECCV code 6
Inner Space Preserving Generative Pose Machine ECCV code 6
Bilevel Programming for Hyperparameter Optimization and Meta-Learning ICML code 6
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition CVPR code 6
Breaking the Activation Function Bottleneck through Adaptive Parameterization NIPS code 6
Ultra Large-Scale Feature Selection using Count-Sketches ICML code 6
Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks CVPR code 6
Orthogonally Decoupled Variational Gaussian Processes NIPS code 6
Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design ICML code 6
A Modulation Module for Multi-task Learning with Applications in Image Retrieval ECCV code 6
A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos CVPR code 6
Towards Effective Low-Bitwidth Convolutional Neural Networks CVPR code 5
Disentangling Factors of Variation by Mixing Them CVPR code 5
Weakly-supervised Video Summarization using Variational Encoder-Decoder and Web Prior ECCV code 5
Learning Longer-term Dependencies in RNNs with Auxiliary Losses ICML code 5
Contour Knowledge Transfer for Salient Object Detection ECCV code 5
HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning ECCV code 5
Sidekick Policy Learning for Active Visual Exploration ECCV code 5
Learning to Localize Sound Source in Visual Scenes CVPR code 5
Neural Architecture Optimization NIPS code 5
COLA: Decentralized Linear Learning NIPS code 5
Diverse and Coherent Paragraph Generation from Images ECCV code 5
DRACO: Byzantine-resilient Distributed Training via Redundant Gradients ICML code 5
Inter and Intra Topic Structure Learning with Word Embeddings ICML code 5
Estimating the Success of Unsupervised Image to Image Translation ECCV code 5
Dynamic-Structured Semantic Propagation Network CVPR code 5
The Description Length of Deep Learning models NIPS code 5
Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving ECCV code 5
Blind Justice: Fairness with Encrypted Sensitive Attributes ICML code 5
Transfer Learning via Learning to Transfer ICML code 5
Deepcode: Feedback Codes via Deep Learning NIPS code 4
Configurable Markov Decision Processes ICML code 4
A Framework for Evaluating 6-DOF Object Trackers ECCV code 4
Differentially Private Database Release via Kernel Mean Embeddings ICML code 4
Recognizing Human Actions as the Evolution of Pose Estimation Maps CVPR code 4
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images CVPR code 4
DeLS-3D: Deep Localization and Segmentation With a 3D Semantic Map CVPR code 4
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification ECCV code 4
Tracking Emerges by Colorizing Videos ECCV code 4
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes ECCV code 4
Inference Suboptimality in Variational Autoencoders ICML code 4
Black Box FDR ICML code 4
Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence CVPR code 4
Quadrature-based features for kernel approximation NIPS code 4
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking ECCV code 4
Transferable Adversarial Perturbations ECCV code 4
Single Image Water Hazard Detection using FCN with Reflection Attention Units ECCV code 4
Multimodal Generative Models for Scalable Weakly-Supervised Learning NIPS code 4
Importance Weighted Transfer of Samples in Reinforcement Learning ICML code 3
Feature Generating Networks for Zero-Shot Learning CVPR code 3
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML code 3
CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces NIPS code 3
Bidirectional Retrieval Made Simple CVPR code 3
Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages NIPS code 3
A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping CVPR code 3
Spatially-Adaptive Filter Units for Deep Neural Networks CVPR code 3
Learning to Branch ICML code 3
Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives NIPS code 3
Lifelong Learning via Progressive Distillation and Retrospection ECCV code 3
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR code 3
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care ICML code 3
Learning Answer Embeddings for Visual Question Answering CVPR code 3
Information Constraints on Auto-Encoding Variational Bayes NIPS code 3
Parallel Bayesian Network Structure Learning ICML code 3
Ring Loss: Convex Feature Normalization for Face Recognition CVPR code 3
Teaching Categories to Human Learners With Visual Explanations CVPR code 3
Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization ICML code 3
Deep Burst Denoising ECCV code 3
Convergent Tree Backup and Retrace with Function Approximation ICML code 3
Gaze Prediction in Dynamic 360° Immersive Videos CVPR code 3
Statistical Recurrent Models on Manifold valued Data NIPS code 3
End-to-End Flow Correlation Tracking With Spatial-Temporal Attention CVPR code 3

2017

Title Conf Code Stars
Bridging the Gap Between Value and Policy Based Reinforcement Learning NIPS code 46593
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models NIPS code 46593
Focal Loss for Dense Object Detection ICCV code 18356
Mask R-CNN ICCV code 9493
Deep Photo Style Transfer CVPR code 8655
LightGBM: A Highly Efficient Gradient Boosting Decision Tree NIPS code 7536
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation NIPS code 6449
Attention is All you Need NIPS code 6288
Large Pose 3D Face Reconstruction From a Single Image via Direct Volumetric CNN Regression ICCV code 3354
Densely Connected Convolutional Networks CVPR code 3130
A Unified Approach to Interpreting Model Predictions NIPS code 3122
Deformable Convolutional Networks ICCV code 2165
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games NIPS code 1823
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation CVPR code 1523
Improved Training of Wasserstein GANs NIPS code 1405
Fully Convolutional Instance-Aware Semantic Segmentation CVPR code 1395
Aggregated Residual Transformations for Deep Neural Networks CVPR code 1361
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network CVPR code 1301
Unsupervised Image-to-Image Translation Networks NIPS code 1205
Photographic Image Synthesis With Cascaded Refinement Networks ICCV code 1142
High-Resolution Image Inpainting Using Multi-Scale Neural Patch Synthesis CVPR code 1072
SphereFace: Deep Hypersphere Embedding for Face Recognition CVPR code 1048
Deep Feature Flow for Video Recognition CVPR code 966
Bayesian GAN NIPS code 942
Pyramid Scene Parsing Network CVPR code 934
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes NIPS code 906
Finding Tiny Faces CVPR code 856
Toward Multimodal Image-to-Image Translation NIPS code 794
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks ICML code 784
YOLO9000: Better, Faster, Stronger CVPR code 773
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space NIPS code 772
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks ICML code 729
FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks CVPR code 720
Channel Pruning for Accelerating Very Deep Neural Networks ICCV code 649
Dilated Residual Networks CVPR code 640
Inferring and Executing Programs for Visual Reasoning ICCV code 636
DSOD: Learning Deeply Supervised Object Detectors From Scratch ICCV code 582
Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization ICCV code 572
Accelerating Eulerian Fluid Simulation With Convolutional Networks ICML code 570
Learning Disentangled Representations with Semi-Supervised Deep Generative Models NIPS code 556
Inductive Representation Learning on Large Graphs NIPS code 552
Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network CVPR code 537
How Far Are We From Solving the 2D & 3D Face Alignment Problem? (And a Dataset of 230,000 3D Facial Landmarks) ICCV code 526
SSH: Single Stage Headless Face Detector ICCV code 515
Learning From Simulated and Unsupervised Images Through Adversarial Training CVPR code 492
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space CVPR code 487
Video Frame Interpolation via Adaptive Convolution CVPR code 482
Video Frame Interpolation via Adaptive Separable Convolution ICCV code 482
GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence CVPR code 460
Joint Detection and Identification Feature Learning for Person Search CVPR code 459
Dual Path Networks NIPS code 451
Flow-Guided Feature Aggregation for Video Object Detection ICCV code 436
Deep Image Matting CVPR code 434
Richer Convolutional Features for Edge Detection CVPR code 399
Annotating Object Instances With a Polygon-RNN CVPR code 397
Recurrent Highway Networks ICML code 397
Detect to Track and Track to Detect ICCV code 387
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation CVPR code 379
Detecting Oriented Text in Natural Images by Linking Segments CVPR code 364
Deep Lattice Networks and Partial Monotonic Functions NIPS code 349
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results NIPS code 347
RON: Reverse Connection With Objectness Prior Networks for Object Detection CVPR code 345
Universal Style Transfer via Feature Transforms NIPS code 344
Residual Attention Network for Image Classification CVPR code 329
One-Shot Video Object Segmentation CVPR code 316
Accurate Single Stage Detector Using Recurrent Rolling Convolution CVPR code 314
Feature Pyramid Networks for Object Detection CVPR code 310
Efficient softmax approximation for GPUs ICML code 304
OctNet: Learning Deep 3D Representations at High Resolutions CVPR code 302
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution CVPR code 301
Pixel Recursive Super Resolution ICCV code 301
Self-Critical Sequence Training for Image Captioning CVPR code 299
Age Progression/Regression by Conditional Adversarial Autoencoder CVPR code 297
Style Transfer from Non-Parallel Text by Cross-Alignment NIPS code 296
Dilated Recurrent Neural Networks NIPS code 285
Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image CVPR code 280
DeepBach: a Steerable Model for Bach Chorales Generation ICML code 276
The Predictron: End-To-End Learning and Planning ICML code 274
Convolutional Sequence to Sequence Learning ICML code 258
OptNet: Differentiable Optimization as a Layer in Neural Networks ICML code 245
Prototypical Networks for Few-shot Learning NIPS code 244
Deep Voice: Real-time Neural Text-to-Speech ICML code 242
Reinforcement Learning with Deep Energy-Based Policies ICML code 233
Learning Deep CNN Denoiser Prior for Image Restoration CVPR code 231
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium NIPS code 229
A Point Set Generation Network for 3D Object Reconstruction From a Single Image CVPR code 228
Deeply Supervised Salient Object Detection With Short Connections CVPR code 228
BlitzNet: A Real-Time Deep Network for Scene Understanding ICCV code 227
Language Modeling with Gated Convolutional Networks ICML code 221
Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro ICCV code 215
Stacked Generative Adversarial Networks CVPR code 215
RMPE: Regional Multi-Person Pose Estimation ICCV code 215
Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning CVPR code 214
Generative Face Completion CVPR code 212
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition ICCV code 210
The Reversible Residual Network: Backpropagation Without Storing Activations NIPS code 210
Recurrent Scale Approximation for Object Detection in CNN ICCV code 209
Learning From Synthetic Humans CVPR code 207
Spatially Adaptive Computation Time for Residual Networks CVPR code 203
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis ICCV code 202
3D Bounding Box Estimation Using Deep Learning and Geometry CVPR code 200
Multi-View 3D Object Detection Network for Autonomous Driving CVPR code 199
Visual Dialog CVPR code 199
Interpretable Explanations of Black Boxes by Meaningful Perturbation ICCV code 192
Inverse Compositional Spatial Transformer Networks CVPR code 189
FastMask: Segment Multi-Scale Object Candidates in One Shot CVPR code 189
OnACID: Online Analysis of Calcium Imaging Data in Real Time NIPS code 189
Semantic Scene Completion From a Single Depth Image CVPR code 188
Learning Efficient Convolutional Networks Through Network Slimming ICCV code 186
Learning Feature Pyramids for Human Pose Estimation ICCV code 185
Be Your Own Prada: Fashion Synthesis With Structural Coherence ICCV code 183
Scene Graph Generation by Iterative Message Passing CVPR code 182
Fast Image Processing With Fully-Convolutional Networks ICCV code 180
Learning Multiple Tasks with Multilinear Relationship Networks NIPS code 178
Learning to Reason: End-To-End Module Networks for Visual Question Answering ICCV code 178
Single Shot Text Detector With Regional Attention ICCV code 176
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment With Limited Resources ICCV code 175
Deep Feature Interpolation for Image Content Changes CVPR code 170
On Human Motion Prediction Using Recurrent Neural Networks CVPR code 167
Image Super-Resolution via Deep Recursive Residual Network CVPR code 163
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images CVPR code 160
Input Convex Neural Networks ICML code 159
Simple Does It: Weakly Supervised Instance and Semantic Segmentation CVPR code 159
Low-Shot Visual Recognition by Shrinking and Hallucinating Features ICCV code 158
Oriented Response Networks CVPR code 157
Soft Proposal Networks for Weakly Supervised Object Localization ICCV code 154
Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks ICML code 147
Axiomatic Attribution for Deep Networks ICML code 146
Gradient Episodic Memory for Continual Learning NIPS code 146
DSAC - Differentiable RANSAC for Camera Localization CVPR code 144
Attend to You: Personalized Image Captioning With Context Sequence Memory Networks CVPR code 143
Conditional Similarity Networks CVPR code 142
Language Modeling with Recurrent Highway Hypernetworks NIPS code 141
Triple Generative Adversarial Nets NIPS code 138
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning NIPS code 138
One-Sided Unsupervised Domain Mapping NIPS code 137
Detecting Visual Relationships With Deep Relational Networks CVPR code 137
Attentive Recurrent Comparators ICML code 136
Towards 3D Human Pose Estimation in the Wild: A Weakly-Supervised Approach ICCV code 136
Learning a Multi-View Stereo Machine NIPS code 135
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model NIPS code 134
Multi-Context Attention for Human Pose Estimation CVPR code 131
Controlling Perceptual Factors in Neural Style Transfer CVPR code 130
Bayesian Compression for Deep Learning NIPS code 130
Adversarial Discriminative Domain Adaptation CVPR code 129
Working hard to know your neighbor’s margins: Local descriptor learning loss NIPS code 128
Concrete Dropout NIPS code 127
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow ICCV code 127
Segmentation-Aware Convolutional Networks Using Local Attention Masks ICCV code 126
Detail-Revealing Deep Video Super-Resolution ICCV code 126
CREST: Convolutional Residual Learning for Visual Tracking ICCV code 126
Discriminative Correlation Filter With Channel and Spatial Reliability CVPR code 124
SVDNet for Pedestrian Retrieval ICCV code 121
Semantic Image Synthesis via Adversarial Learning ICCV code 121
Spatiotemporal Multiplier Networks for Video Action Recognition CVPR code 121
PoseTrack: Joint Multi-Person Pose Estimation and Tracking CVPR code 121
Hierarchical Attentive Recurrent Tracking NIPS code 121
Good Semi-supervised Learning That Requires a Bad GAN NIPS code 120
Deep Watershed Transform for Instance Segmentation CVPR code 120
Associative Domain Adaptation ICCV code 119
Learning by Association – A Versatile Semi-Supervised Training Method for Neural Networks CVPR code 119
Value Prediction Network NIPS code 119
Unrestricted Facial Geometry Reconstruction Using Image-To-Image Translation ICCV code 119
MemNet: A Persistent Memory Network for Image Restoration ICCV code 119
Bayesian Optimization with Gradients NIPS code 117
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NIPS code 117
Compressed Sensing using Generative Models ICML code 116
Switching Convolutional Neural Network for Crowd Counting CVPR code 116
WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation CVPR code 116
Show, Adapt and Tell: Adversarial Training of Cross-Domain Image Captioner ICCV code 115
Video Frame Synthesis Using Deep Voxel Flow ICCV code 114
Multiple Instance Detection Network With Online Instance Classifier Refinement CVPR code 113
Deep Pyramidal Residual Networks CVPR code 112
Train longer, generalize better: closing the generalization gap in large batch training of neural networks NIPS code 112
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction CVPR code 110
Unite the People: Closing the Loop Between 3D and 2D Human Representations CVPR code 110
Learning Combinatorial Optimization Algorithms over Graphs NIPS code 109
FeUdal Networks for Hierarchical Reinforcement Learning ICML code 107
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression ICCV code 105
Learning a Deep Embedding Model for Zero-Shot Learning CVPR code 104
ECO: Efficient Convolution Operators for Tracking CVPR code 103
SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning CVPR code 102
Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency CVPR code 100
Task-based End-to-end Model Learning in Stochastic Optimization NIPS code 100
Learning to Compose Domain-Specific Transformations for Data Augmentation NIPS code 97
Genetic CNN ICCV code 97
HashNet: Deep Learning to Hash by Continuation ICCV code 97
Interleaved Group Convolutions ICCV code 95
Deeply-Learned Part-Aligned Representations for Person Re-Identification ICCV code 95
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model NIPS code 94
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation CVPR code 93
Octree Generating Networks: Efficient Convolutional Architectures for High-Resolution 3D Outputs ICCV code 92
Semantic Autoencoder for Zero-Shot Learning CVPR code 92
Deep Hyperspherical Learning NIPS code 92
Decoupled Neural Interfaces using Synthetic Gradients ICML code 90
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NIPS code 90
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search NIPS code 90
Optical Flow Estimation Using a Spatial Pyramid Network CVPR code 90
AMC: Attention guided Multi-modal Correlation Learning for Image Search CVPR code 90
Deep Video Deblurring for Hand-Held Cameras CVPR code 89
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NIPS code 88
Causal Effect Inference with Deep Latent-Variable Models NIPS code 87
GANs for Biological Image Synthesis ICCV code 85
MMD GAN: Towards Deeper Understanding of Moment Matching Network NIPS code 84
Representation Learning by Learning to Count ICCV code 84
Optical Flow in Mostly Rigid Scenes CVPR code 83
Fast-Slow Recurrent Neural Networks NIPS code 82
Unsupervised Video Summarization With Adversarial LSTM Networks CVPR code 82
Constrained Policy Optimization ICML code 81
A-NICE-MC: Adversarial Training for MCMC NIPS code 80
Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose CVPR code 80
End-To-End Instance Segmentation With Recurrent Attention CVPR code 78
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data CVPR code 78
Learning Shape Abstractions by Assembling Volumetric Primitives CVPR code 77
Local Binary Convolutional Neural Networks CVPR code 77
Raster-To-Vector: Revisiting Floorplan Transformation ICCV code 76
Positive-Unlabeled Learning with Non-Negative Risk Estimator NIPS code 76
Hard-Aware Deeply Cascaded Embedding ICCV code 75
Deep Image Harmonization CVPR code 73
Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis CVPR code 73
Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade CVPR code 73
Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning CVPR code 72
Query-Guided Regression Network With Context Policy for Phrase Grounding ICCV code 72
Top-Down Visual Saliency Guided by Captions CVPR code 72
Feedback Networks CVPR code 72
What Actions Are Needed for Understanding Human Actions in Videos? ICCV code 71
Xception: Deep Learning With Depthwise Separable Convolutions CVPR code 71
Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning CVPR code 71
Video Propagation Networks CVPR code 70
Image-To-Image Translation With Conditional Adversarial Networks CVPR code 70
Quality Aware Network for Set to Set Recognition CVPR code 69
Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces CVPR code 69
Deep Subspace Clustering Networks NIPS code 68
Escape From Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models ICCV code 68
A Distributional Perspective on Reinforcement Learning ICML code 68
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks CVPR code 67
Deep Transfer Learning with Joint Adaptation Networks ICML code 67
Training Deep Networks without Learning Rates Through Coin Betting NIPS code 66
Full Resolution Image Compression With Recurrent Neural Networks CVPR code 66
SurfaceNet: An End-To-End 3D Neural Network for Multiview Stereopsis ICCV code 66
Doubly Stochastic Variational Inference for Deep Gaussian Processes NIPS code 66
TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals ICCV code 66
Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification ICCV code 65
Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks CVPR code 65
Dance Dance Convolution ICML code 65
Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning CVPR code 64
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes ICCV code 64
Toward Controlled Generation of Text ICML code 63
Person Re-Identification in the Wild CVPR code 63
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching NIPS code 63
Differentiable Learning of Logical Rules for Knowledge Base Reasoning NIPS code 62
Person Search With Natural Language Description CVPR code 61
Multi-Channel Weighted Nuclear Norm Minimization for Real Color Image Denoising ICCV code 61
Playing for Benchmarks ICCV code 61
Unsupervised Learning by Predicting Noise ICML code 60
Localizing Moments in Video With Natural Language ICCV code 60
End-To-End 3D Face Reconstruction With Deep Neural Networks CVPR code 60
CoupleNet: Coupling Global Structure With Local Parts for Object Detection ICCV code 59
AdaGAN: Boosting Generative Models NIPS code 59
Convolutional Gaussian Processes NIPS code 57
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection CVPR code 57
Modeling Relationships in Referential Expressions With Compositional Modular Networks CVPR code 57
Curiosity-driven Exploration by Self-supervised Prediction ICML code 56
Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution ICCV code 56
The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process NIPS code 56
Online and Linear-Time Attention by Enforcing Monotonic Alignments ICML code 56
Neural Expectation Maximization NIPS code 56
Dense-Captioning Events in Videos ICCV code 55
Factorized Bilinear Models for Image Recognition ICCV code 55
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee NIPS code 54
On-the-fly Operation Batching in Dynamic Computation Graphs NIPS code 54
Visual Translation Embedding Network for Visual Relation Detection CVPR code 54
Learning Blind Motion Deblurring ICCV code 54
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NIPS code 53
Towards Diverse and Natural Image Descriptions via a Conditional GAN ICCV code 53
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos CVPR code 53
A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing ICCV code 52
Deep IV: A Flexible Approach for Counterfactual Prediction ICML code 52
Triangle Generative Adversarial Networks NIPS code 51
EAST: An Efficient and Accurate Scene Text Detector CVPR code 51
SST: Single-Stream Temporal Action Proposals CVPR code 51
Predicting Deeper Into the Future of Semantic Segmentation ICCV code 51
L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space CVPR code 51
TALL: Temporal Activity Localization via Language Query ICCV code 50
Hybrid Reward Architecture for Reinforcement Learning NIPS code 50
Fast Fourier Color Constancy CVPR code 49
Modulating early visual processing by language NIPS code 49
Adversarial Examples for Semantic Segmentation and Object Detection ICCV code 49
Learning Discrete Representations via Information Maximizing Self-Augmented Training ICML code 49
Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations CVPR code 48
Real Time Image Saliency for Black Box Classifiers NIPS code 48
FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling CVPR code 47
Multiple People Tracking by Lifted Multicut and Person Re-Identification CVPR code 47
Learned D-AMP: Principled Neural Network based Compressive Image Recovery NIPS code 47
GP CaKe: Effective brain connectivity with causal kernels NIPS code 46
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network NIPS code 46
Semantic Video CNNs Through Representation Warping ICCV code 46
Grammar Variational Autoencoder ICML code 46
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis ICCV code 46
Safe Model-based Reinforcement Learning with Stability Guarantees NIPS code 45
Deep Spectral Clustering Learning ICML code 45
Semantic Compositional Networks for Visual Captioning CVPR code 45
On-Demand Learning for Deep Image Restoration ICCV code 45
Video Pixel Networks ICML code 45
Stabilizing Training of Generative Adversarial Networks through Regularization NIPS code 45
Structured Bayesian Pruning via Log-Normal Multiplicative Noise NIPS code 44
Deriving Neural Architectures from Sequence and Graph Kernels ICML code 44
Masked Autoregressive Flow for Density Estimation NIPS code 44
Unsupervised Adaptation for Deep Stereo ICCV code 44
Learning Residual Images for Face Attribute Manipulation CVPR code 43
Learning to Generate Long-term Future via Hierarchical Prediction ICML code 43
Accurate Optical Flow via Direct Cost Volume Processing CVPR code 42
Generalized Orderless Pooling Performs Implicit Salient Matching ICCV code 42
Comparative Evaluation of Hand-Crafted and Learned Local Features CVPR code 42
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions NIPS code 41
Temporal Generative Adversarial Nets With Singular Value Clipping ICCV code 41
Multiplicative Normalizing Flows for Variational Bayesian Neural Networks ICML code 41
Neural Scene De-Rendering CVPR code 40
Semantic Image Inpainting With Deep Generative Models CVPR code 40
A Linear-Time Kernel Goodness-of-Fit Test NIPS code 40
Least Squares Generative Adversarial Networks ICCV code 39
Diversified Texture Synthesis With Feed-Forward Networks CVPR code 39
No Fuss Distance Metric Learning Using Proxies ICCV code 38
Template Matching With Deformable Diversity Similarity CVPR code 38
What’s in a Question: Using Visual Questions as a Form of Supervision CVPR code 38
Face Normals “In-The-Wild” Using Fully Convolutional Networks CVPR code 38
Conditional Image Synthesis with Auxiliary Classifier GANs ICML code 37
Neural Episodic Control ICML code 37
3D-PRNN: Generating Shape Primitives With Recurrent Neural Networks ICCV code 37
Structured Embedding Models for Grouped Data NIPS code 36
Learning Active Learning from Data NIPS code 36
Unified Deep Supervised Domain Adaptation and Generalization ICCV code 35
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis CVPR code 35
Structured Attentions for Visual Question Answering ICCV code 34
Geometric Loss Functions for Camera Pose Regression With Deep Learning CVPR code 34
VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization CVPR code 34
QMDP-Net: Deep Learning for Planning under Partial Observability NIPS code 34
Using Ranking-CNN for Age Estimation CVPR code 33
Hierarchical Boundary-Aware Neural Encoder for Video Captioning CVPR code 33
Unsupervised Learning of Disentangled Representations from Video NIPS code 32
Deep Learning on Lie Groups for Skeleton-Based Action Recognition CVPR code 32
Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection CVPR code 32
3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder CVPR code 32
StyleNet: Generating Attractive Visual Captions With Styles CVPR code 32
Dynamic Word Embeddings ICML code 32
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon NIPS code 31
Continual Learning Through Synaptic Intelligence ICML code 31
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes CVPR code 31
Learning Detection With Diverse Proposals CVPR code 31
LCNN: Lookup-Based Convolutional Neural Network CVPR code 31
Towards Accurate Multi-Person Pose Estimation in the Wild CVPR code 30
Real-Time Neural Style Transfer for Videos CVPR code 30
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training ICCV code 30
Deep Co-Occurrence Feature Learning for Visual Object Recognition CVPR code 29
Joint distribution optimal transportation for domain adaptation NIPS code 29
Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields CVPR code 29
SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML code 29
The Statistical Recurrent Unit ICML code 29
A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation CVPR code 28
Learning Spread-Out Local Feature Descriptors ICCV code 28
Event-Based Visual Inertial Odometry CVPR code 27
DropoutNet: Addressing Cold Start in Recommender Systems NIPS code 27
Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues ICCV code 27
Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations CVPR code 27
Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos CVPR code 27
Neural Message Passing for Quantum Chemistry ICML code 27
State-Frequency Memory Recurrent Neural Networks ICML code 27
DeepCD: Learning Deep Complementary Descriptors for Patch Representations ICCV code 26
Contrastive Learning for Image Captioning NIPS code 26
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure NIPS code 26
Learning High Dynamic Range From Outdoor Panoramas ICCV code 26
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors CVPR code 26
Learning to Detect Salient Objects With Image-Level Supervision CVPR code 26
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions ICML code 26
Interspecies Knowledge Transfer for Facial Keypoint Detection CVPR code 25
YASS: Yet Another Spike Sorter NIPS code 25
Open Set Domain Adaptation ICCV code 25
Domain-Adaptive Deep Network Compression ICCV code 24
Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization ICCV code 24
Temporal Context Network for Activity Localization in Videos ICCV code 24
Incremental Learning of Object Detectors Without Catastrophic Forgetting ICCV code 24
Dense Captioning With Joint Inference and Visual Context CVPR code 24
Universal Adversarial Perturbations CVPR code 24
Asymmetric Tri-training for Unsupervised Domain Adaptation ICML code 24
Reducing Reparameterization Gradient Variance NIPS code 24
Exploiting Saliency for Object Segmentation From Image Level Labels CVPR code 24
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering NIPS code 24
Shading Annotations in the Wild CVPR code 24
Straight to Shapes: Real-Time Detection of Encoded Shapes CVPR code 23
Dual Discriminator Generative Adversarial Nets NIPS code 23
Zero-Order Reverse Filtering ICCV code 23
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net NIPS code 23
Learning Spherical Convolution for Fast Features from 360° Imagery NIPS code 22
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier ICML code 22
Deep Cross-Modal Hashing CVPR code 22
When Unsupervised Domain Adaptation Meets Tensor Representations ICCV code 22
Image Super-Resolution Using Dense Skip Connections ICCV code 22
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer CVPR code 22
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling CVPR code 22
Learning Continuous Semantic Representations of Symbolic Expressions ICML code 22
Deep Growing Learning ICCV code 21
Combined Group and Exclusive Sparsity for Deep Neural Networks ICML code 21
Hash Embeddings for Efficient Word Representations NIPS code 21
Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM NIPS code 21
Disentangled Representation Learning GAN for Pose-Invariant Face Recognition CVPR code 21
Learning to Pivot with Adversarial Networks NIPS code 21
Learning Dynamic Siamese Network for Visual Object Tracking ICCV code 21
POSEidon: Face-From-Depth for Driver Pose Estimation CVPR code 20
Deep Metric Learning via Facility Location CVPR code 20
Automatic Spatially-Aware Fashion Concept Discovery ICCV code 20
The Numerics of GANs NIPS code 20
From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur CVPR code 20
Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks ICCV code 20
Zero-Inflated Exponential Family Embeddings ICML code 20
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations NIPS code 20
Weakly-Supervised Learning of Visual Relations ICCV code 20
Multi-Label Image Recognition by Recurrently Discovering Attentional Regions ICCV code 20
Scene Parsing With Global Context Embedding ICCV code 20
Context Selection for Embedding Models NIPS code 20
Deep Mean-Shift Priors for Image Restoration NIPS code 20
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition CVPR code 20
Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification CVPR code 19
Learning Compact Geometric Features ICCV code 19
Structured Generative Adversarial Networks NIPS code 19
Joint Gap Detection and Inpainting of Line Drawings CVPR code 19
Chained Multi-Stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection ICCV code 19
Adversarial Feature Matching for Text Generation ICML code 18
BIER - Boosting Independent Embeddings Robustly ICCV code 18
Predictive-Corrective Networks for Action Detection CVPR code 18
Stochastic Generative Hashing ICML code 18
A Bayesian Data Augmentation Approach for Learning Deep Models NIPS code 18
Attentive Semantic Video Generation Using Captions ICCV code 18
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network CVPR code 18
Deep Unsupervised Similarity Learning Using Partially Ordered Sets CVPR code 17
DualNet: Learn Complementary Features for Image Recognition ICCV code 17
Neural system identification for large populations separating “what” and “where” NIPS code 17
FALKON: An Optimal Large Scale Kernel Method NIPS code 17
Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks CVPR code 17
Deep Learning with Topological Signatures NIPS code 17
Streaming Sparse Gaussian Process Approximations NIPS code 17
RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos ICCV code 17
Awesome Typography: Statistics-Based Text Effects Transfer CVPR code 17
RoomNet: End-To-End Room Layout Estimation ICCV code 17
Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval ICCV code 16
Deep Supervised Discrete Hashing NIPS code 16
Few-Shot Learning Through an Information Retrieval Lens NIPS code 16
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach NIPS code 16
Learning to Push the Limits of Efficient FFT-Based Image Deconvolution ICCV code 16
Federated Multi-Task Learning NIPS code 16
Label Distribution Learning Forests NIPS code 16
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing CVPR code 16
Estimating Mutual Information for Discrete-Continuous Mixtures NIPS code 16
Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes CVPR code 16
StyleBank: An Explicit Representation for Neural Image Style Transfer CVPR code 16
Surface Normals in the Wild ICCV code 15
Automatic Discovery of the Statistical Types of Variables in a Dataset ICML code 15
Learning Diverse Image Colorization CVPR code 15
Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems ICCV code 15
Non-Local Deep Features for Salient Object Detection CVPR code 15
Structure-Measure: A New Way to Evaluate Foreground Maps ICCV code 15
Shallow Updates for Deep Reinforcement Learning NIPS code 15
Wasserstein Generative Adversarial Networks ICML code 15
Recurrent 3D Pose Sequence Machines CVPR code 15
Variational Dropout Sparsifies Deep Neural Networks ICML code 15
Captioning Images With Diverse Objects CVPR code 15
Off-policy evaluation for slate recommendation NIPS code 15
Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning ICCV code 14
Benchmarking Denoising Algorithms With Real Photographs CVPR code 14
Neural Aggregation Network for Video Face Recognition CVPR code 14
Learned Contextual Feature Reweighting for Image Geo-Localization CVPR code 14
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NIPS code 14
CVAE-GAN: Fine-Grained Image Generation Through Asymmetric Training ICCV code 14
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation ICCV code 14
Spherical convolutions and their application in molecular modelling NIPS code 14
Multi-Information Source Optimization NIPS code 14
Convolutional Neural Network Architecture for Geometric Matching CVPR code 14
Neural Face Editing With Intrinsic Image Disentangling CVPR code 14
Realistic Dynamic Facial Textures From a Single Image Using GANs ICCV code 14
Predictive State Recurrent Neural Networks NIPS code 13
Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework ICCV code 13
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events NIPS code 13
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs NIPS code 13
Consensus Convolutional Sparse Coding ICCV code 13
Weakly Supervised Affordance Detection CVPR code 13
Joint Learning of Object and Action Detectors ICCV code 13
Light Field Blind Motion Deblurring CVPR code 13
Asynchronous Stochastic Gradient Descent with Delay Compensation ICML code 13
Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations ICCV code 12
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification NIPS code 12
Self-Organized Text Detection With Minimal Post-Processing via Border Learning ICCV code 12
Coordinated Multi-Agent Imitation Learning ICML code 12
Gradient descent GAN optimization is locally stable NIPS code 12
Removing Rain From Single Images via a Deep Detail Network CVPR code 12
Convexified Convolutional Neural Networks ICML code 12
Multigrid Neural Architectures CVPR code 12
VegFru: A Domain-Specific Dataset for Fine-Grained Visual Categorization ICCV code 12
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NIPS code 12
Differential Angular Imaging for Material Recognition CVPR code 12
A Multilayer-Based Framework for Online Background Subtraction With Freely Moving Cameras ICCV code 11
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation NIPS code 11
Max-value Entropy Search for Efficient Bayesian Optimization ICML code 11
Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization ICCV code 11
Generalized Deep Image to Image Regression CVPR code 11
Adversarial Image Perturbation for Privacy Protection – A Game Theory Perspective ICCV code 11
Predicting Human Activities Using Stochastic Grammar ICCV code 11
DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents CVPR code 11
Fisher GAN NIPS code 11
High-Order Attention Models for Visual Question Answering NIPS code 11
IM2CAD CVPR code 11
On Fairness and Calibration NIPS code 11
DeepPermNet: Visual Permutation Learning CVPR code 10
f-GANs in an Information Geometric Nutshell NIPS code 10
Revisiting IM2GPS in the Deep Learning Era ICCV code 10
Attentional Correlation Filter Network for Adaptive Visual Tracking CVPR code 10
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection CVPR code 10
Confident Multiple Choice Learning ICML code 10
Curriculum Dropout ICCV code 9
Cognitive Mapping and Planning for Visual Navigation CVPR code 9
Optimized Pre-Processing for Discrimination Prevention NIPS code 9
Learning Motion Patterns in Videos CVPR code 9
Scalable Log Determinants for Gaussian Process Kernel Learning NIPS code 9
A Hierarchical Approach for Generating Descriptive Image Paragraphs CVPR code 9
Deep Crisp Boundaries CVPR code 9
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization NIPS code 9
Practical Data-Dependent Metric Compression with Provable Guarantees NIPS code 9
Do Deep Neural Networks Suffer from Crowding? NIPS code 9
A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR code 9
End-To-End Learning of Geometry and Context for Deep Stereo Regression ICCV code 9
From Bayesian Sparsity to Gated Recurrent Nets NIPS code 8
Regret Minimization in MDPs with Options without Prior Knowledge NIPS code 8
Following Gaze in Video ICCV code 8
Model-Powered Conditional Independence Test NIPS code 8
Cost efficient gradient boosting NIPS code 8
Reflectance Adaptive Filtering Improves Intrinsic Image Estimation CVPR code 8
DeepNav: Learning to Navigate Large Cities CVPR code 8
Look, Listen and Learn ICCV code 8
Attention-Aware Face Hallucination via Deep Reinforcement Learning CVPR code 8
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models NIPS code 8
Introspective Neural Networks for Generative Modeling ICCV code 8
Affinity Clustering: Hierarchical Clustering at Scale NIPS code 8
Gaze Embeddings for Zero-Shot Image Classification CVPR code 8
Input Switched Affine Networks: An RNN Architecture Designed for Interpretability ICML code 8
Online multiclass boosting NIPS code 8
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images ICCV code 8
SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition ICCV code 7
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition NIPS code 7
Unsupervised Monocular Depth Estimation With Left-Right Consistency CVPR code 7
Personalized Image Aesthetics ICCV code 7
Reasoning About Fine-Grained Attribute Phrases Using Reference Games ICCV code 7
Lost Relatives of the Gumbel Trick ICML code 7
Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction ICCV code 7
Centered Weight Normalization in Accelerating Training of Deep Neural Networks ICCV code 6
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains NIPS code 6
Convex Global 3D Registration With Lagrangian Duality CVPR code 6
Building a Regular Decision Boundary With Deep Networks CVPR code 6
Learning Spatial Regularization With Image-Level Supervisions for Multi-Label Image Classification CVPR code 6
Forecasting Human Dynamics From Static Images CVPR code 6
AOD-Net: All-In-One Dehazing Network ICCV code 6
K-Medoids For K-Means Seeding NIPS code 6
Diverse Image Annotation CVPR code 6
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction NIPS code 6
Deep Adaptive Image Clustering ICCV code 6
Robust Adversarial Reinforcement Learning ICML code 6
Improving Training of Deep Neural Networks via Singular Value Bounding CVPR code 6
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems NIPS code 6
Tensor Belief Propagation ICML code 6
Sparse convolutional coding for neuronal assembly detection NIPS code 6
Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks CVPR code 6
Bayesian inference on random simple graphs with power law degree distributions ICML code 6
Tensor Biclustering NIPS code 6
Riemannian approach to batch normalization NIPS code 6
Unsupervised Learning of Object Landmarks by Factorized Spatial Embeddings ICCV code 6
Rolling-Shutter-Aware Differential SfM and Image Rectification ICCV code 5
Active Decision Boundary Annotation With Deep Generative Models ICCV code 5
Object Co-Skeletonization With Co-Segmentation CVPR code 5
Discover and Learn New Objects From Documentaries CVPR code 5
Understanding Black-box Predictions via Influence Functions ICML code 5
Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach CVPR code 5
Decoupling “when to update” from “how to update” NIPS code 5
MarioQA: Answering Questions by Watching Gameplay Videos ICCV code 5
Differentially private Bayesian learning on distributed data NIPS code 5
Grad-CAM: Visual Explanations From Deep Networks via Gradient-Based Localization ICCV code 5
Question Asking as Program Generation NIPS code 5
Conic Scan-and-Cover algorithms for nonparametric topic modeling NIPS code 5
Lip Reading Sentences in the Wild CVPR code 5
ROAM: A Rich Object Appearance Model With Application to Rotoscoping CVPR code 5
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features NIPS code 5
Viraliency: Pooling Local Virality CVPR code 5
Learning Algorithms for Active Learning ICML code 5
Point to Set Similarity Based Deep Feature Learning for Person Re-Identification CVPR code 5
Click Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation ICCV code 5
The World of Fast Moving Objects CVPR code 5
Cross-Modality Binary Code Learning via Fusion Similarity Hashing CVPR code 5
Testing and Learning on Distributions with Symmetric Noise Invariance NIPS code 5
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference NIPS code 5
Diving into the shallows: a computational perspective on large-scale shallow learning NIPS code 5
Rotation Equivariant Vector Field Networks ICCV code 5
Recursive Sampling for the Nystrom Method NIPS code 5
Learning From Video and Text via Large-Scale Discriminative Clustering ICCV code 5
Global optimization of Lipschitz functions ICML code 5
Device Placement Optimization with Reinforcement Learning ICML code 4
Alternating Direction Graph Matching CVPR code 4
MEC: Memory-efficient Convolution for Deep Neural Network ICML code 4
Expert Gate: Lifelong Learning With a Network of Experts CVPR code 4
A Simple yet Effective Baseline for 3D Human Pose Estimation ICCV code 4
On Structured Prediction Theory with Calibrated Convex Surrogate Losses NIPS code 4
Sub-sampled Cubic Regularization for Non-convex Optimization ICML code 4
Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval CVPR code 4
Bottleneck Conditional Density Estimation ICML code 4
Learning Cooperative Visual Dialog Agents With Deep Reinforcement Learning ICCV code 4
Multi-way Interacting Regression via Factorization Machines NIPS code 4
Joint Discovery of Object States and Manipulation Actions ICCV code 4
Predicting Salient Face in Multiple-Face Videos CVPR code 4
From Red Wine to Red Tomato: Composition With Context CVPR code 4
Encoder Based Lifelong Learning ICCV code 4
Deep Recurrent Neural Network-Based Identification of Precursor microRNAs NIPS code 4
Guarantees for Greedy Maximization of Non-submodular Functions with Applications ICML code 4
Pose-Aware Person Recognition CVPR code 4
Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths CVPR code 4
Asynchronous Distributed Variational Gaussian Processes for Regression ICML code 3
Saliency Pattern Detection by Ranking Structured Trees ICCV code 3
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System NIPS code 3
Learning Non-Maximum Suppression CVPR code 3
Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC ICML code 3
Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries CVPR code 3
AdaNet: Adaptive Structural Learning of Artificial Neural Networks ICML code 3
Large Margin Object Tracking With Circulant Feature Maps CVPR code 3
Compatible Reward Inverse Reinforcement Learning NIPS code 3
Adversarial Surrogate Losses for Ordinal Regression NIPS code 3
Non-monotone Continuous DR-submodular Maximization: Structure and Algorithms NIPS code 3
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning NIPS code 3
A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control NIPS code 3
Counting Everyday Objects in Everyday Scenes CVPR code 3
Loss Max-Pooling for Semantic Image Segmentation CVPR code 3
Aesthetic Critiques Generation for Photos ICCV code 3
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems NIPS code 3
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs NIPS code 3

2016

Title Conf Code Stars
R-FCN: Object Detection via Region-based Fully Convolutional Networks NIPS code 18356
Image Style Transfer Using Convolutional Neural Networks CVPR code 16435
Deep Residual Learning for Image Recognition CVPR code 4468
Convolutional Pose Machines CVPR code 3260
Synthetic Data for Text Localisation in Natural Images CVPR code 787
Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis CVPR code 731
Instance-Aware Semantic Segmentation via Multi-Task Network Cascades CVPR code 433
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking CVPR code 350
Convolutional Two-Stream Network Fusion for Video Action Recognition CVPR code 342
Learning Deep Features for Discriminative Localization CVPR code 323
Deep Metric Learning via Lifted Structured Feature Embedding CVPR code 251
Learning Deep Representations of Fine-Grained Visual Descriptions CVPR code 229
Eye Tracking for Everyone CVPR code 223
NetVLAD: CNN Architecture for Weakly Supervised Place Recognition CVPR code 204
Staple: Complementary Learners for Real-Time Tracking CVPR code 183
Joint Unsupervised Learning of Deep Representations and Image Clusters CVPR code 182
Accurate Image Super-Resolution Using Very Deep Convolutional Networks CVPR code 182
Temporal Action Localization in Untrimmed Videos via Multi-Stage CNNs CVPR code 167
LocNet: Improving Localization Accuracy for Object Detection CVPR code 155
Shallow and Deep Convolutional Networks for Saliency Prediction CVPR code 153
Compact Bilinear Pooling CVPR code 148
Learning Compact Binary Descriptors With Unsupervised Deep Neural Networks CVPR code 144
Dynamic Image Networks for Action Recognition CVPR code 133
Rethinking the Inception Architecture for Computer Vision CVPR code 130
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images CVPR code 126
Context Encoders: Feature Learning by Inpainting CVPR code 124
TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks CVPR code 109
Weakly Supervised Deep Detection Networks CVPR code 103
Natural Language Object Retrieval CVPR code 100
Deeply-Recursive Convolutional Network for Image Super-Resolution CVPR code 96
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network CVPR code 92
Image Question Answering Using Convolutional Neural Network With Dynamic Parameter Prediction CVPR code 88
Recurrent Convolutional Network for Video-Based Person Re-Identification CVPR code 82
A Comparative Study for Single Image Blind Deblurring CVPR code 82
Neural Module Networks CVPR code 81
Stacked Attention Networks for Image Question Answering CVPR code 78
Progressive Prioritized Multi-View Stereo CVPR code 73
Marr Revisited: 2D-3D Alignment via Surface Normal Prediction CVPR code 72
A Hierarchical Deep Temporal Model for Group Activity Recognition CVPR code 71
Towards Open Set Deep Networks CVPR code 71
Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs CVPR code 70
Bilateral Space Video Segmentation CVPR code 63
Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data CVPR code 57
Efficient 3D Room Shape Recovery From a Single Panorama CVPR code 55
Non-Local Image Dehazing CVPR code 50
Video Segmentation via Object Flow CVPR code 50
Deep Supervised Hashing for Fast Image Retrieval CVPR code 50
Deep Region and Multi-Label Learning for Facial Action Unit Detection CVPR code 43
CRAFT Objects From Images CVPR code 41
Slicing Convolutional Neural Network for Crowd Video Understanding CVPR code 40
Sketch Me That Shoe CVPR code 39
Image Captioning With Semantic Attention CVPR code 35
Deep Saliency With Encoded Low Level Distance Map and High Level Features CVPR code 34
A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation CVPR code 33
A Dual-Source Approach for 3D Pose Estimation From a Single Image CVPR code 32
Learning Local Image Descriptors With Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions CVPR code 30
Ordinal Regression With Multiple Output CNN for Age Estimation CVPR code 30
Structured Feature Learning for Pose Estimation CVPR code 29
Unsupervised Learning of Edges CVPR code 29
PatchBatch: A Batch Augmented Loss for Optical Flow CVPR code 27
Dense Human Body Correspondences Using Convolutional Networks CVPR code 27
Actionness Estimation Using Hybrid Fully Convolutional Networks CVPR code 26
You Only Look Once: Unified, Real-Time Object Detection CVPR code 26
Fast Training of Triplet-Based Deep Binary Embedding Networks CVPR code 25
Recurrent Attention Models for Depth-Based Person Identification CVPR code 24
Detecting Vanishing Points Using Global Image Context in a Non-Manhattan World CVPR code 22
First Person Action Recognition Using Deep Learned Descriptors CVPR code 21
Proposal Flow CVPR code 20
Scale-Aware Alignment of Hierarchical Image Segmentation CVPR code 20
Quantized Convolutional Neural Networks for Mobile Devices CVPR code 20
Semantic Segmentation With Boundary Neural Fields CVPR code 19
Single-Image Crowd Counting via Multi-Column Convolutional Neural Network CVPR code 19
Accumulated Stability Voting: A Robust Descriptor From Descriptors of Multiple Scales CVPR code 19
Structure From Motion With Objects CVPR code 17
Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR code 16
Semantic Filtering CVPR code 16
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network CVPR code 16
ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements CVPR code 15
Interactive Segmentation on RGBD Images via Cue Selection CVPR code 14
Object Contour Detection With a Fully Convolutional Encoder-Decoder Network CVPR code 14
Automatic Content-Aware Color and Tone Stylization CVPR code 12
Similarity Learning With Spatial Constraints for Person Re-Identification CVPR code 11
Personalizing Human Video Pose Estimation CVPR code 10
Visually Indicated Sounds CVPR code 9
Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification CVPR code 9
Region Ranking SVM for Image Classification CVPR code 8
Pairwise Matching Through Max-Weight Bipartite Belief Propagation CVPR code 8
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled CVPR code 8
Cross-Stitch Networks for Multi-Task Learning CVPR code 8
Learning a Discriminative Null Space for Person Re-Identification CVPR code 8
Efficient Deep Learning for Stereo Matching CVPR code 7
Globally Optimal Manhattan Frame Estimation in Real-Time CVPR code 7
Where to Look: Focus Regions for Visual Question Answering CVPR code 7
Detecting Migrating Birds at Night CVPR code 7
Unsupervised Learning From Narrated Instruction Videos CVPR code 7
Efficient and Robust Color Consistency for Community Photo Collections CVPR code 7
Recurrent Attentional Networks for Saliency Detection CVPR code 7
3D Shape Attributes CVPR code 6
Beyond Local Search: Tracking Objects Everywhere With Instance-Specific Proposals CVPR code 5
Functional Faces: Groupwise Dense Correspondence Using Functional Maps CVPR code 5
Visual Tracking Using Attention-Modulated Disintegration and Integration CVPR code 5
Improving Human Action Recognition by Non-Action Classification CVPR code 4
Prior-Less Compressible Structure From Motion CVPR code 4
DenseCap: Fully Convolutional Localization Networks for Dense Captioning CVPR code 4
Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization CVPR code 4
Force From Motion: Decoding Physical Sensation in a First Person Video CVPR code 3
Context-Aware Gaussian Fields for Non-Rigid Point Set Registration CVPR code 3
Using Spatial Order to Boost the Elimination of Incorrect Feature Matches CVPR code 3
Fast Algorithms for Convolutional Neural Networks CVPR code 3

2015

Title Conf Code Stars
Faster R-CNN: Towards Real-Time Object Detectionwith Region Proposal Networks NIPS code 18356
Fast R-CNN ICCV code 18356
Conditional Random Fields as Recurrent Neural Networks ICCV code 1189
Fully Convolutional Networks for Semantic Segmentation CVPR code 911
Learning to Track: Online Multi-Object Tracking by Decision Making ICCV code 308
Learning to Compare Image Patches via Convolutional Neural Networks CVPR code 300
Learning Deconvolution Network for Semantic Segmentation ICCV code 296
Single Image Super-Resolution From Transformed Self-Exemplars CVPR code 289
Sequence to Sequence - Video to Text ICCV code 239
Deep Colorization ICCV code 198
Deep Neural Decision Forests ICCV code 192
Hierarchical Convolutional Features for Visual Tracking ICCV code 179
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained With Rendered 3D Model Views ICCV code 176
Realtime Edge-Based Visual Odometry for a Monocular Camera ICCV code 175
Understanding Deep Image Representations by Inverting Them CVPR code 154
Context-Aware CNNs for Person Head Detection ICCV code 153
Show and Tell: A Neural Image Caption Generator CVPR code 141
Face Alignment by Coarse-to-Fine Shape Searching CVPR code 140
An Improved Deep Learning Architecture for Person Re-Identification CVPR code 127
FaceNet: A Unified Embedding for Face Recognition and Clustering CVPR code 124
Depth-Based Hand Pose Estimation: Data, Methods, and Challenges ICCV code 121
DynamicFusion: Reconstruction and Tracking of Non-Rigid Scenes in Real-Time CVPR code 118
Massively Parallel Multiview Stereopsis by Surface Normal Diffusion ICCV code 105
Learning to Propose Objects CVPR code 91
Learning Spatially Regularized Correlation Filters for Visual Tracking ICCV code 86
A Convolutional Neural Network Cascade for Face Detection CVPR code 85
Discriminative Learning of Deep Convolutional Feature Point Descriptors ICCV code 77
Unsupervised Visual Representation Learning by Context Prediction ICCV code 73
Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images CVPR code 71
Deep Filter Banks for Texture Recognition and Segmentation CVPR code 68
Saliency Detection by Multi-Context Deep Learning CVPR code 66
Multi-Objective Convolutional Learning for Face Labeling CVPR code 55
Finding Action Tubes CVPR code 51
Category-Specific Object Reconstruction From a Single Image CVPR code 48
Convolutional Color Constancy ICCV code 47
Face Flow ICCV code 45
P-CNN: Pose-Based CNN Features for Action Recognition ICCV code 45
Learning From Massive Noisy Labeled Data for Image Classification CVPR code 45
Image Specificity CVPR code 40
Predicting Depth, Surface Normals and Semantic Labels With a Common Multi-Scale Convolutional Architecture ICCV code 35
Neural Activation Constellations: Unsupervised Part Model Discovery With Convolutional Networks ICCV code 35
VQA: Visual Question Answering ICCV code 35
Mid-Level Deep Pattern Mining CVPR code 34
PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization ICCV code 34
Parsimonious Labeling ICCV code 33
Car That Knows Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models ICCV code 33
Recurrent Convolutional Neural Network for Object Recognition CVPR code 32
TILDE: A Temporally Invariant Learned DEtector CVPR code 30
In Defense of Color-Based Model-Free Tracking CVPR code 30
Fast Bilateral-Space Stereo for Synthetic Defocus CVPR code 29
Phase-Based Frame Interpolation for Video CVPR code 28
Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition CVPR code 27
Deeply Learned Attributes for Crowded Scene Understanding CVPR code 27
Unconstrained 3D Face Reconstruction CVPR code 26
Viewpoints and Keypoints CVPR code 25
Holistically-Nested Edge Detection ICCV code 25
Going Deeper With Convolutions CVPR code 25
Reconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset) CVPR code 25
Data-Driven 3D Voxel Patterns for Object Category Recognition CVPR code 24
L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR code 22
Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues CVPR code 21
Understanding Deep Features With Computer-Generated Imagery ICCV code 19
HICO: A Benchmark for Recognizing Human-Object Interactions in Images ICCV code 18
Structured Feature Selection ICCV code 17
Learning Large-Scale Automatic Image Colorization ICCV code 17
Semantic Component Analysis ICCV code 17
Simultaneous Feature Learning and Hash Coding With Deep Neural Networks CVPR code 16
3D Object Reconstruction From Hand-Object Interactions ICCV code 15
Learning Temporal Embeddings for Complex Video Analysis ICCV code 14
Learning to See by Moving ICCV code 14
Reflection Removal Using Ghosting Cues CVPR code 14
Where to Buy It: Matching Street Clothing Photos in Online Shops ICCV code 14
Oriented Edge Forests for Boundary Detection CVPR code 13
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification CVPR code 11
Appearance-Based Gaze Estimation in the Wild CVPR code 10
Learning a Descriptor-Specific 3D Keypoint Detector ICCV code 10
Robust Image Filtering Using Joint Static and Dynamic Guidance CVPR code 10
Partial Person Re-Identification ICCV code 9
High Quality Structure From Small Motion for Rolling Shutter Cameras ICCV code 9
Boosting Object Proposals: From Pascal to COCO ICCV code 8
Convolutional Channel Features ICCV code 8
Live Repetition Counting ICCV code 8
Unsupervised Learning of Visual Representations Using Videos ICCV code 8
Supervised Discrete Hashing CVPR code 7
Multi-View Convolutional Neural Networks for 3D Shape Recognition ICCV code 7
Simpler Non-Parametric Methods Provide as Good or Better Results to Multiple-Instance Learning ICCV code 7
Finding Distractors In Images CVPR code 7
Piecewise Flat Embedding for Image Segmentation ICCV code 7
Long-Term Correlation Tracking CVPR code 6
Towards Open World Recognition CVPR code 6
Pooled Motion Features for First-Person Videos CVPR code 6
Simultaneous Deep Transfer Across Domains and Tasks ICCV code 6
What Makes an Object Memorable? ICCV code 5
Mining Semantic Affordances of Visual Object Categories CVPR code 5
Dense Semantic Correspondence Where Every Pixel is a Classifier ICCV code 5
Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing ICCV code 5
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR code 5
Unsupervised Generation of a Viewpoint Annotated Car Dataset From Videos ICCV code 5
Multi-Label Cross-Modal Retrieval ICCV code 4
Superdifferential Cuts for Binary Energies CVPR code 4
Pose Induction for Novel Object Categories ICCV code 4
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR code 4
Low-Rank Matrix Factorization Under General Mixture Noise Distributions ICCV code 4
Robust Saliency Detection via Regularized Random Walks Ranking CVPR code 3
Simultaneous Video Defogging and Stereo Reconstruction CVPR code 3
Hyperspectral Super-Resolution by Coupled Spectral Unmixing ICCV code 3
Oriented Object Proposals ICCV code 3
kNN Hashing With Factorized Neighborhood Representation ICCV code 3
Minimum Barrier Salient Object Detection at 80 FPS ICCV code 3

2014

Title Conf Code Stars
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation CVPR code 1681
Locally Optimized Product Quantization for Approximate Nearest Neighbor Search CVPR code 437
Clothing Co-Parsing by Joint Image Segmentation and Labeling CVPR code 218
Multiscale Combinatorial Grouping CVPR code 185
Face Alignment at 3000 FPS via Regressing Local Binary Features CVPR code 164
Cross-Scale Cost Aggregation for Stereo Matching CVPR code 106
Transfer Joint Matching for Unsupervised Domain Adaptation CVPR code 67
Deep Learning Face Representation from Predicting 10,000 Classes CVPR code 62
BING: Binarized Normed Gradients for Objectness Estimation at 300fps CVPR code 44
One Millisecond Face Alignment with an Ensemble of Regression Trees CVPR code 43
3D Reconstruction from Accidental Motion CVPR code 42
Predicting Matchability CVPR code 38
Dense Semantic Image Segmentation with Objects and Attributes CVPR code 28
Scene-Independent Group Profiling in Crowd CVPR code 28
Shrinkage Fields for Effective Image Restoration CVPR code 25
Adaptive Color Attributes for Real-Time Visual Tracking CVPR code 25
Minimal Scene Descriptions from Structure from Motion Models CVPR code 22
Parallax-tolerant Image Stitching CVPR code 20
Learning Mid-level Filters for Person Re-identification CVPR code 20
Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow CVPR code 18
Product Sparse Coding CVPR code 16
Convolutional Neural Networks for No-Reference Image Quality Assessment CVPR code 16
Seeing 3D Chairs: Exemplar Part-based 2D-3D Alignment using a Large Dataset of CAD Models CVPR code 15
StoryGraphs: Visualizing Character Interactions as a Timeline CVPR code 14
Nonparametric Part Transfer for Fine-grained Recognition CVPR code 13
Scalable Multitask Representation Learning for Scene Classification CVPR code 11
Investigating Haze-relevant Features in A Learning Framework for Image Dehazing CVPR code 7
Reconstructing PASCAL VOC CVPR code 6
Collaborative Hashing CVPR code 6
Tell Me What You See and I will Show You Where It Is CVPR code 6
Salient Region Detection via High-Dimensional Color Transform CVPR code 6

2013

Title Conf Code Stars
A generic decentralized trust management framework SPE code 6
paper code
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openai/finetune-transformer-lm

openai/finetune-transformer-lm

April 29, 2019

Code and model for the paper “Improving Language Understanding by Generative Pre-Training”
luanfujun/deep-painterly-harmonization

luanfujun/deep-painterly-harmonization

April 12, 2019

Code and data for paper “Deep Painterly Harmonization”: https://arxiv.org/abs/1804.03189
RedditSota/state-of-the-art-result-for-machine-learning-problems

RedditSota/state-of-the-art-result-for-machine-learning-problems

February 19, 2019

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem’s SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
luanfujun/deep-photo-styletransfer

luanfujun/deep-photo-styletransfer

November 21, 2018

Code and data for paper “Deep Photo Style Transfer”: https://arxiv.org/abs/1703.07511
endymecy/awesome-deeplearning-resources

endymecy/awesome-deeplearning-resources

November 17, 2018

Deep Learning and deep reinforcement learning research papers and some codes
ceobillionaire/WHAT-AI-CAN-DO-FOR-YOU

ceobillionaire/WHAT-AI-CAN-DO-FOR-YOU

October 31, 2018

Breakthrough AI Papers and CODE for Any Industry.
collinprather/Big-Data-Ignite-2018

collinprather/Big-Data-Ignite-2018

June 11, 2019

Code and presentation for my talk “Machine Learning from Scratch”, given at the Big Data Ignite Conference, in Grand Rapids, MI, Sept. 19-21.
cybertronai/imagenet18_old

cybertronai/imagenet18_old

June 11, 2019

Code to reproduce “imagenet in 18 minutes” DAWN-benchmark entry
networktocode/awesome-network-automation

networktocode/awesome-network-automation

June 11, 2019

Curated Awesome list about Network Automation