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This work is in continuous progress and update. We are adding new PWC everyday! More of PWC is coming 🔜🚧🛠️✏️🚀💡

2018

Title	Conf	Code	Stars
Deep Image Prior	CVPR	code	3305
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation	CVPR	code	2997
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network	ECCV	code	2020
Learning to See in the Dark	CVPR	code	1957
Squeeze-and-Excitation Networks	CVPR	code	1175
Multimodal Unsupervised Image-to-image Translation	ECCV	code	1137
Efficient Neural Architecture Search via Parameters Sharing	ICML	code	1122
Non-Local Neural Networks	CVPR	code	813
Image Generation From Scene Graphs	CVPR	code	738
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?	CVPR	code	647
Single-Shot Refinement Neural Network for Object Detection	CVPR	code	608
Detect-and-Track: Efficient Pose Estimation in Videos	CVPR	code	519
Relation Networks for Object Detection	CVPR	code	497
GANimation: Anatomically-aware Facial Animation from a Single Image	ECCV	code	484
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples	ICML	code	471
Cascaded Pyramid Network for Multi-Person Pose Estimation	CVPR	code	425
Taskonomy: Disentangling Task Transfer Learning	CVPR	code	417
Neural 3D Mesh Renderer	CVPR	code	412
Which Training Methods for GANs do actually Converge?	ICML	code	411
Generative Image Inpainting With Contextual Attention	CVPR	code	393
Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs	CVPR	code	392
Simple Baselines for Human Pose Estimation and Tracking	ECCV	code	387
Look at Boundary: A Boundary-Aware Face Alignment Algorithm	CVPR	code	379
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs	CVPR	code	361
ICNet for Real-Time Semantic Segmentation on High-Resolution Images	ECCV	code	349
End-to-End Recovery of Human Shape and Pose	CVPR	code	346
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric	CVPR	code	326
Gibson Env: Real-World Perception for Embodied Agents	CVPR	code	306
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++	CVPR	code	305
Frustum PointNets for 3D Object Detection From RGB-D Data	CVPR	code	302
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning	CVPR	code	294
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose	CVPR	code	289
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation	CVPR	code	289
Soccer on Your Tabletop	CVPR	code	285
Distractor-aware Siamese Networks for Visual Object Tracking	ECCV	code	276
Neural Baby Talk	CVPR	code	273
Fast End-to-End Trainable Guided Filter	CVPR	code	268
Adversarially Regularized Autoencoders	ICML	code	258
Noise2Noise: Learning Image Restoration without Clean Data	ICML	code	257
Acquisition of Localization Confidence for Accurate Object Detection	ECCV	code	244
Convolutional Neural Networks With Alternately Updated Clique	CVPR	code	243
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors	CVPR	code	237
Pyramid Stereo Matching Network	CVPR	code	233
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume	CVPR	code	231
Neural Relational Inference for Interacting Systems	ICML	code	229
Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs	CVPR	code	228
Learning to Adapt Structured Output Space for Semantic Segmentation	CVPR	code	217
The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks	CVPR	code	216
End-to-End Learning of Motion Representation for Video Understanding	CVPR	code	213
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation	CVPR	code	211
Semi-Parametric Image Synthesis	CVPR	code	208
Iterative Visual Reasoning Beyond Convolutions	CVPR	code	197
Learning to Segment Every Thing	CVPR	code	190
Style Aggregated Network for Facial Landmark Detection	CVPR	code	184
Referring Relationships	CVPR	code	182
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping	CVPR	code	177
MoCoGAN: Decomposing Motion and Content for Video Generation	CVPR	code	175
LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image	CVPR	code	174
License Plate Detection and Recognition in Unconstrained Scenarios	ECCV	code	173
Compressed Video Action Recognition	CVPR	code	167
Multi-Content GAN for Few-Shot Font Style Transfer	CVPR	code	162
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models	ICML	code	156
SPLATNet: Sparse Lattice Networks for Point Cloud Processing	CVPR	code	154
Unsupervised Feature Learning via Non-Parametric Instance Discrimination	CVPR	code	153
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images	ECCV	code	153
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing	CVPR	code	147
An End-to-End TextSpotter With Explicit Alignment and Attention	CVPR	code	147
Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks	CVPR	code	145
Attentive Generative Adversarial Network for Raindrop Removal From a Single Image	CVPR	code	144
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation	ECCV	code	142
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices	CVPR	code	141
Single View Stereo Matching	CVPR	code	141
Learning Category-Specific Mesh Reconstruction from Image Collections	ECCV	code	138
Optimizing Video Object Detection via a Scale-Time Lattice	CVPR	code	135
Facelet-Bank for Fast Portrait Manipulation	CVPR	code	133
PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image	CVPR	code	133
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs	CVPR	code	133
MegaDepth: Learning Single-View Depth Prediction From Internet Photos	CVPR	code	132
Group Normalization	ECCV	code	131
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks	CVPR	code	130
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations	CVPR	code	129
Self-Imitation Learning	ICML	code	128
Two-Stream Convolutional Networks for Dynamic Texture Synthesis	CVPR	code	127
Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns	CVPR	code	126
Densely Connected Pyramid Dehazing Network	CVPR	code	126
Residual Dense Network for Image Super-Resolution	CVPR	code	122
ECO: Efficient Convolutional Network for Online Video Understanding	ECCV	code	121
Camera Style Adaptation for Person Re-Identification	CVPR	code	117
SO-Net: Self-Organizing Network for Point Cloud Analysis	CVPR	code	117
Context Embedding Networks	CVPR	code	115
Embodied Question Answering	CVPR	code	113
A Style-Aware Content Loss for Real-time HD Style Transfer	ECCV	code	113
Neural Motifs: Scene Graph Parsing With Global Context	CVPR	code	113
Fast and Accurate Online Video Object Segmentation via Tracking Parts	CVPR	code	113
Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification	CVPR	code	113
LSTM Pose Machines	CVPR	code	111
Weakly Supervised Instance Segmentation Using Class Peak Response	CVPR	code	111
Gated Path Planning Networks	ICML	code	110
Image Super-Resolution Using Very Deep Residual Channel Attention Networks	ECCV	code	110
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning	CVPR	code	109
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining	ECCV	code	109
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation	CVPR	code	107
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation	ECCV	code	106
A Closer Look at Spatiotemporal Convolutions for Action Recognition	CVPR	code	106
Decoupled Networks	CVPR	code	106
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling	CVPR	code	105
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer	CVPR	code	104
Hierarchical Imitation and Reinforcement Learning	ICML	code	100
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships	CVPR	code	100
Long-term Tracking in the Wild: a Benchmark	ECCV	code	99
CosFace: Large Margin Cosine Loss for Deep Face Recognition	CVPR	code	99
MVSNet: Depth Inference for Unstructured Multi-view Stereo	ECCV	code	98
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform	CVPR	code	98
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network	ECCV	code	97
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics	CVPR	code	96
DeepMVS: Learning Multi-View Stereopsis	CVPR	code	95
Noisy Natural Gradient as Variational Inference	ICML	code	94
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene	CVPR	code	93
Rethinking Feature Distribution for Loss Functions in Image Classification	CVPR	code	93
3D-CODED: 3D Correspondences by Deep Deformation	ECCV	code	92
Learning to Compare: Relation Network for Few-Shot Learning	CVPR	code	91
Real-Time Seamless Single Shot 6D Object Pose Prediction	CVPR	code	90
Domain Adaptive Faster R-CNN for Object Detection in the Wild	CVPR	code	90
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network	CVPR	code	89
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis	ICML	code	89
Deep Back-Projection Networks for Super-Resolution	CVPR	code	89
PU-Net: Point Cloud Upsampling Network	CVPR	code	89
MAttNet: Modular Attention Network for Referring Expression Comprehension	CVPR	code	89
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding	CVPR	code	86
DenseASPP for Semantic Segmentation in Street Scenes	CVPR	code	85
Scale-Recurrent Network for Deep Image Deblurring	CVPR	code	83
Quantized Densely Connected U-Nets for Efficient Landmark Localization	ECCV	code	82
Deep Depth Completion of a Single RGB-D Image	CVPR	code	82
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction	CVPR	code	81
End-to-End Weakly-Supervised Semantic Alignment	CVPR	code	81
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights	ECCV	code	80
Repulsion Loss: Detecting Pedestrians in a Crowd	CVPR	code	79
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes	ECCV	code	78
Video Based Reconstruction of 3D People Models	CVPR	code	78
Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction	CVPR	code	75
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking	CVPR	code	75
A PID Controller Approach for Stochastic Optimization of Deep Networks	CVPR	code	73
BodyNet: Volumetric Inference of 3D Human Body Shapes	ECCV	code	73
Neural Kinematic Networks for Unsupervised Motion Retargetting	CVPR	code	72
Adaptive Affinity Fields for Semantic Segmentation	ECCV	code	72
Learning Blind Video Temporal Consistency	ECCV	code	72
Attention-based Deep Multiple Instance Learning	ICML	code	71
Image Inpainting for Irregular Holes Using Partial Convolutions	ECCV	code	71
Deep Mutual Learning	CVPR	code	71
Nonlinear 3D Face Morphable Model	CVPR	code	71
VITAL: VIsual Tracking via Adversarial Learning	CVPR	code	70
Multi-Scale Location-Aware Kernel Representation for Object Detection	CVPR	code	70
FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors	CVPR	code	70
Macro-Micro Adversarial Network for Human Parsing	ECCV	code	69
Tell Me Where to Look: Guided Attention Inference Network	CVPR	code	69
VITON: An Image-Based Virtual Try-On Network	CVPR	code	68
Graph R-CNN for Scene Graph Generation	ECCV	code	68
Recurrent Pixel Embedding for Instance Grouping	CVPR	code	67
Visual Feature Attribution Using Wasserstein GANs	CVPR	code	67
Synthesizing Images of Humans in Unseen Poses	CVPR	code	66
Future Frame Prediction for Anomaly Detection – A New Baseline	CVPR	code	66
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks	ECCV	code	66
PSANet: Point-wise Spatial Attention Network for Scene Parsing	ECCV	code	62
Perturbative Neural Networks	CVPR	code	60
Learning SO(3) Equivariant Representations with Spherical CNNs	ECCV	code	60
Repeatability Is Not Enough: Learning Affine Regions via Discriminability	ECCV	code	59
Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration	CVPR	code	59
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans	CVPR	code	59
Learning Human-Object Interactions by Graph Parsing Neural Networks	ECCV	code	59
Optimizing the Latent Space of Generative Networks	ICML	code	58
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making	CVPR	code	58
Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence	ECCV	code	57
Decorrelated Batch Normalization	CVPR	code	56
Pointwise Convolutional Neural Networks	CVPR	code	54
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition	CVPR	code	54
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking	CVPR	code	54
Generalizing A Person Retrieval Model Hetero- and Homogeneously	ECCV	code	54
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks	CVPR	code	54
Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present	CVPR	code	53
Neural Program Synthesis from Diverse Demonstration Videos	ICML	code	53
Path-Level Network Transformation for Efficient Architecture Search	ICML	code	53
Geometry-Aware Learning of Maps for Camera Localization	CVPR	code	53
Improving Generalization via Scalable Neighborhood Component Analysis	ECCV	code	52
Adversarial Feature Augmentation for Unsupervised Domain Adaptation	CVPR	code	52
Unsupervised Discovery of Object Landmarks as Structural Representations	CVPR	code	51
Learning Latent Super-Events to Detect Multiple Activities in Videos	CVPR	code	51
Progressive Neural Architecture Search	ECCV	code	51
Learning to Reweight Examples for Robust Deep Learning	ICML	code	51
Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency	ECCV	code	51
Ordinal Depth Supervision for 3D Human Pose Estimation	CVPR	code	51
Learning Depth From Monocular Videos Using Direct Methods	CVPR	code	51
Deep Marching Cubes: Learning Explicit Surface Representations	CVPR	code	51
Object Level Visual Reasoning in Videos	ECCV	code	50
Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation	ECCV	code	50
Disentangled Person Image Generation	CVPR	code	50
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning	CVPR	code	50
Depth-aware CNN for RGB-D Segmentation	ECCV	code	50
Neural Style Transfer via Meta Networks	CVPR	code	49
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval	CVPR	code	49
“Zero-Shot” Super-Resolution Using Deep Internal Learning	CVPR	code	49
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank	CVPR	code	48
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes	CVPR	code	48
Shift-Net: Image Inpainting via Deep Feature Rearrangement	ECCV	code	47
Discriminability Objective for Training Descriptive Captions	CVPR	code	46
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation	CVPR	code	46
Diverse Image-to-Image Translation via Disentangled Representations	ECCV	code	46
SparseMAP: Differentiable Sparse Structured Inference	ICML	code	46
Fighting Fake News: Image Splice Detection via Learned Self-Consistency	ECCV	code	45
Fast and Accurate Single Image Super-Resolution via Information Distillation Network	CVPR	code	45
Wasserstein Introspective Neural Networks	CVPR	code	44
Efficient end-to-end learning for quantizable representations	ICML	code	44
Learning Less Is More - 6D Camera Localization via 3D Surface Regression	CVPR	code	43
Learning Pose Specific Representations by Predicting Different Views	CVPR	code	42
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing	CVPR	code	41
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation	CVPR	code	41
PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction	ECCV	code	41
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation	CVPR	code	41
Learning to Find Good Correspondences	CVPR	code	41
Hierarchical Long-term Video Prediction without Supervision	ICML	code	41
Conditional Probability Models for Deep Image Compression	CVPR	code	40
Measuring abstract reasoning in neural networks	ICML	code	40
BlockDrop: Dynamic Inference Paths in Residual Networks	CVPR	code	40
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam	ICML	code	40
PDE-Net: Learning PDEs from Data	ICML	code	39
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning	CVPR	code	39
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency	ECCV	code	38
Differentiable Compositional Kernel Learning for Gaussian Processes	ICML	code	38
Pairwise Confusion for Fine-Grained Visual Classification	ECCV	code	37
Learning Intrinsic Image Decomposition From Watching the World	CVPR	code	36
Rotation-Sensitive Regression for Oriented Scene Text Detection	CVPR	code	36
Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation	ECCV	code	35
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation	ECCV	code	34
RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials	CVPR	code	34
Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation	CVPR	code	33
Robust Classification With Convolutional Prototype Learning	CVPR	code	33
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis	CVPR	code	33
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions	ICML	code	33
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples	ICML	code	32
Surface Networks	CVPR	code	32
Self-produced Guidance for Weakly-supervised Object Localization	ECCV	code	32
Real-World Anomaly Detection in Surveillance Videos	CVPR	code	31
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model	ECCV	code	31
Cascade R-CNN: Delving Into High Quality Object Detection	CVPR	code	30
Human Semantic Parsing for Person Re-Identification	CVPR	code	30
Actor and Observer: Joint Modeling of First and Third-Person Videos	CVPR	code	30
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings	ICML	code	30
Neural Autoregressive Flows	ICML	code	30
Frame-Recurrent Video Super-Resolution	CVPR	code	29
Towards Binary-Valued Gates for Robust LSTM Training	ICML	code	29
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance	ECCV	code	29
Overcoming Catastrophic Forgetting with Hard Attention to the Task	ICML	code	29
Generative Adversarial Perturbations	CVPR	code	29
Visualizing and Understanding Atari Agents	ICML	code	29
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation	ECCV	code	29
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning	ICML	code	29
Partial Adversarial Domain Adaptation	ECCV	code	28
FOTS: Fast Oriented Text Spotting With a Unified Network	CVPR	code	28
NetGAN: Generating Graphs via Random Walks	ICML	code	28
Few-Shot Image Recognition by Predicting Parameters From Activations	CVPR	code	28
DeepVS: A Deep Learning Based Video Saliency Prediction Approach	ECCV	code	27
Superpixel Sampling Networks	ECCV	code	27
Deflecting Adversarial Attacks With Pixel Deflection	CVPR	code	27
Gated Fusion Network for Single Image Dehazing	CVPR	code	27
Learning-based Video Motion Magnification	ECCV	code	27
TOM-Net: Learning Transparent Object Matting From a Single Image	CVPR	code	26
Pose-Normalized Image Generation for Person Re-identification	ECCV	code	26
Mean Field Multi-Agent Reinforcement Learning	ICML	code	26
Video Re-localization	ECCV	code	25
Recurrent Scene Parsing With Perspective Understanding in the Loop	CVPR	code	25
Single-Image Depth Estimation Based on Fourier Domain Analysis	CVPR	code	25
Semi-Dense 3D Reconstruction with a Stereo Event Camera	ECCV	code	25
Dense Pose Transfer	ECCV	code	25
Single Image Reflection Separation With Perceptual Losses	CVPR	code	25
Occlusion Aware Unsupervised Learning of Optical Flow	CVPR	code	25
Scale-Awareness of Light Field Camera based Visual Odometry	ECCV	code	25
SGAN: An Alternative Training of Generative Adversarial Networks	CVPR	code	25
Monocular Relative Depth Perception With Web Stereo Data Supervision	CVPR	code	25
Left-Right Comparative Recurrent Model for Stereo Matching	CVPR	code	25
Learning Priors for Semantic 3D Reconstruction	ECCV	code	25
Unsupervised Deep Generative Adversarial Hashing Network	CVPR	code	25
Image Correction via Deep Reciprocating HDR Transformation	CVPR	code	25
Fully Convolutional Adaptation Networks for Semantic Segmentation	CVPR	code	25
Discovering Point Lights With Intensity Distance Fields	CVPR	code	25
Dynamic Video Segmentation Network	CVPR	code	25
A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation	CVPR	code	25
Robust Depth Estimation From Auto Bracketed Images	CVPR	code	25
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing	CVPR	code	25
Context Encoding for Semantic Segmentation	CVPR	code	25
Human-Centric Indoor Scene Synthesis Using Stochastic Grammar	CVPR	code	25
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation	CVPR	code	25
Black-box Adversarial Attacks with Limited Queries and Information	ICML	code	24
SketchyScene: Richly-Annotated Scene Sketches	ECCV	code	24
SeGAN: Segmenting and Generating the Invisible	CVPR	code	24
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding	CVPR	code	24
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise	CVPR	code	24
Learning Semantic Representations for Unsupervised Domain Adaptation	ICML	code	23
Controllable Video Generation With Sparse Trajectories	CVPR	code	23
Multi-Agent Diverse Generative Adversarial Networks	CVPR	code	23
Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image	ECCV	code	23
Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer	CVPR	code	23
On the Robustness of Semantic Segmentation Models to Adversarial Attacks	CVPR	code	23
Interpretable Convolutional Neural Networks	CVPR	code	22
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation	CVPR	code	22
Zero-Shot Object Detection	ECCV	code	22
CBAM: Convolutional Block Attention Module	ECCV	code	22
Deep Texture Manifold for Ground Terrain Recognition	CVPR	code	22
First Order Generative Adversarial Networks	ICML	code	22
Learning to Evaluate Image Captioning	CVPR	code	21
Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection	ECCV	code	21
Interpretable Intuitive Physics Model	ECCV	code	21
Quaternion Convolutional Neural Networks	ECCV	code	21
Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition	ECCV	code	21
Deep Model-Based 6D Pose Refinement in RGB	ECCV	code	21
Tangent Convolutions for Dense Prediction in 3D	CVPR	code	21
Deep Clustering for Unsupervised Learning of Visual Features	ECCV	code	21
Revisiting Video Saliency: A Large-Scale Benchmark and a New Model	CVPR	code	21
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning	CVPR	code	20
CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation	CVPR	code	20
Learning Warped Guidance for Blind Face Restoration	ECCV	code	20
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions	CVPR	code	20
The Sound of Pixels	ECCV	code	20
Conditional Image-to-Image Translation	CVPR	code	20
IQA: Visual Question Answering in Interactive Environments	CVPR	code	19
Exploring Disentangled Feature Representation Beyond Face Identification	CVPR	code	19
Learning Convolutional Networks for Content-Weighted Image Compression	CVPR	code	19
Visual Question Generation as Dual Task of Visual Question Answering	CVPR	code	19
Disentangling by Factorising	ICML	code	19
Between-Class Learning for Image Classification	CVPR	code	18
Layer-structured 3D Scene Inference via View Synthesis	ECCV	code	18
Partial Transfer Learning With Selective Adversarial Networks	CVPR	code	18
Improving Shape Deformation in Unsupervised Image-to-Image Translation	ECCV	code	18
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning	CVPR	code	18
Part-Aligned Bilinear Representations for Person Re-Identification	ECCV	code	18
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	ECCV	code	18
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising	ECCV	code	18
EC-Net: an Edge-aware Point set Consolidation Network	ECCV	code	18
Eye In-Painting With Exemplar Generative Adversarial Networks	CVPR	code	18
CSGNet: Neural Shape Parser for Constructive Solid Geometry	CVPR	code	17
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings	ICML	code	17
Learning to Promote Saliency Detectors	CVPR	code	17
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation	CVPR	code	17
Pose Partition Networks for Multi-Person Pose Estimation	ECCV	code	17
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search	ICML	code	17
Graph-Cut RANSAC	CVPR	code	17
A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts	CVPR	code	16
Deep Regression Tracking with Shrinkage Loss	ECCV	code	16
Learning to Blend Photos	ECCV	code	15
Visual Question Reasoning on General Dependency Tree	CVPR	code	15
Coded Sparse Matrix Multiplication	ICML	code	15
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal	CVPR	code	15
Stacked Cross Attention for Image-Text Matching	ECCV	code	15
Im2Flow: Motion Hallucination From Static Images for Action Recognition	CVPR	code	15
Who Let the Dogs Out? Modeling Dog Behavior From Visual Data	CVPR	code	15
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection	CVPR	code	15
Learning Single-View 3D Reconstruction with Limited Pose Supervision	ECCV	code	15
LEGO: Learning Edge With Geometry All at Once by Watching Videos	CVPR	code	15
Integral Human Pose Regression	ECCV	code	15
Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints	CVPR	code	15
Matching Adversarial Networks	CVPR	code	15
Functional Gradient Boosting based on Residual Network Perception	ICML	code	14
Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification	CVPR	code	14
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images	CVPR	code	14
Learning Dynamic Memory Networks for Object Tracking	ECCV	code	14
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning	CVPR	code	14
Deep High Dynamic Range Imaging with Large Foreground Motions	ECCV	code	14
Adversarially Learned One-Class Classifier for Novelty Detection	CVPR	code	14
SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks	CVPR	code	14
Cross-Modal Deep Variational Hand Pose Estimation	CVPR	code	14
PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference	CVPR	code	14
Learning Generative ConvNets via Multi-Grid Modeling and Sampling	CVPR	code	14
Crowd Counting With Deep Negative Correlation Learning	CVPR	code	14
Learning Descriptor Networks for 3D Shape Synthesis and Analysis	CVPR	code	14
Revisiting Deep Intrinsic Image Decompositions	CVPR	code	14
A Spectral Approach to Gradient Estimation for Implicit Distributions	ICML	code	14
Single Shot Scene Text Retrieval	ECCV	code	14
Flow-Grounded Spatial-Temporal Video Prediction from Still Images	ECCV	code	14
Dimensionality-Driven Learning with Noisy Labels	ICML	code	14
Conditional Image-Text Embedding Networks	ECCV	code	14
Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment	CVPR	code	14
Grounding Referring Expressions in Images by Variational Context	CVPR	code	13
Fully Motion-Aware Network for Video Object Detection	ECCV	code	13
Multi-Scale Weighted Nuclear Norm Image Restoration	CVPR	code	13
Deep Randomized Ensembles for Metric Learning	ECCV	code	13
Learning to Navigate for Fine-grained Classification	ECCV	code	13
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images	ECCV	code	13
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering	CVPR	code	13
Bayesian Optimization of Combinatorial Structures	ICML	code	13
GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints	ECCV	code	13
Gesture Recognition: Focus on the Hands	CVPR	code	12
PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection	CVPR	code	12
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks	CVPR	code	12
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis	CVPR	code	12
Audio-Visual Event Localization in Unconstrained Videos	ECCV	code	12
Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points	CVPR	code	12
Explainable Neural Computation via Stack Neural Module Networks	ECCV	code	12
Efficient Neural Audio Synthesis	ICML	code	12
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace	ICML	code	12
Learning and Using the Arrow of Time	CVPR	code	12
NAG: Network for Adversary Generation	CVPR	code	11
Convolutional Sequence to Sequence Model for Human Dynamics	CVPR	code	11
Face Aging With Identity-Preserved Conditional Generative Adversarial Networks	CVPR	code	11
Hierarchical Multi-Label Classification Networks	ICML	code	11
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively	CVPR	code	11
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries	ECCV	code	11
Triplet Loss in Siamese Network for Object Tracking	ECCV	code	11
Joint Optimization Framework for Learning With Noisy Labels	CVPR	code	11
Decouple Learning for Parameterized Image Operators	ECCV	code	11
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders	ECCV	code	11
Image Transformer	ICML	code	11
Convolutional Image Captioning	CVPR	code	11
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing	CVPR	code	11
Fast Video Object Segmentation by Reference-Guided Mask Propagation	CVPR	code	10
Anonymous Walk Embeddings	ICML	code	10
Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction	ICML	code	10
Joint Pose and Expression Modeling for Facial Expression Recognition	CVPR	code	10
Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory	ICML	code	10
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning	CVPR	code	10
Min-Entropy Latent Model for Weakly Supervised Object Detection	CVPR	code	10
Learning 3D Shape Completion From Laser Scan Data With Weak Supervision	CVPR	code	10
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies	CVPR	code	10
Open Set Domain Adaptation by Backpropagation	ECCV	code	10
Sliced Wasserstein Distance for Learning Gaussian Mixture Models	CVPR	code	10
Finding Influential Training Samples for Gradient Boosted Decision Trees	ICML	code	10
3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration	ECCV	code	10
Accelerating Natural Gradient with Higher-Order Invariance	ICML	code	10
Neural Sign Language Translation	CVPR	code	10
Learning Transferable Architectures for Scalable Image Recognition	CVPR	code	10
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization	CVPR	code	10
Deep Expander Networks: Efficient Deep Networks from Graph Theory	ECCV	code	10
Learning Rich Features for Image Manipulation Detection	CVPR	code	10
Learning to Understand Image Blur	CVPR	code	10
Synthesizing Robust Adversarial Examples	ICML	code	9
Multi-scale Residual Network for Image Super-Resolution	ECCV	code	9
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation	ECCV	code	9
Adversarial Complementary Learning for Weakly Supervised Object Localization	CVPR	code	9
Local Spectral Graph Convolution for Point Set Feature Learning	ECCV	code	9
Toward Characteristic-Preserving Image-based Virtual Try-On Network	ECCV	code	9
Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition	ECCV	code	9
Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation	CVPR	code	9
Objects that Sound	ECCV	code	9
Weakly- and Semi-Supervised Panoptic Segmentation	ECCV	code	9
Deep Diffeomorphic Transformer Networks	CVPR	code	9
Learning Dynamics of Linear Denoising Autoencoders	ICML	code	9
Boosting Domain Adaptation by Discovering Latent Domains	CVPR	code	8
Learning Superpixels With Segmentation-Aware Affinity Loss	CVPR	code	8
Deep Variational Reinforcement Learning for POMDPs	ICML	code	8
Hierarchical Relational Networks for Group Activity Recognition and Retrieval	ECCV	code	8
Cross-View Image Synthesis Using Conditional GANs	CVPR	code	8
Low-Shot Learning With Large-Scale Diffusion	CVPR	code	8
Adversarial Time-to-Event Modeling	ICML	code	8
Adversarial Attack on Graph Structured Data	ICML	code	8
Hashing as Tie-Aware Learning to Rank	CVPR	code	8
Excitation Backprop for RNNs	CVPR	code	8
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence	CVPR	code	8
Fast Information-theoretic Bayesian Optimisation	ICML	code	8
Arbitrary Style Transfer With Deep Feature Reshuffle	CVPR	code	8
AMNet: Memorability Estimation With Attention	CVPR	code	8
Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting	ECCV	code	7
Analyzing Uncertainty in Neural Machine Translation	ICML	code	7
Clipped Action Policy Gradient	ICML	code	7
Deep One-Class Classification	ICML	code	7
Future Person Localization in First-Person Videos	CVPR	code	7
Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data	ECCV	code	7
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation	ICML	code	7
Learning a Discriminative Feature Network for Semantic Segmentation	CVPR	code	7
Collaborative and Adversarial Network for Unsupervised Domain Adaptation	CVPR	code	7
CTAP: Complementary Temporal Action Proposal Generation	ECCV	code	7
Learning Type-Aware Embeddings for Fashion Compatibility	ECCV	code	6
Detecting and Correcting for Label Shift with Black Box Predictors	ICML	code	6
Rethinking the Form of Latent States in Image Captioning	ECCV	code	6
HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN	CVPR	code	6
Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery	CVPR	code	6
Salient Object Detection Driven by Fixation Prediction	CVPR	code	6
Learning by Asking Questions	CVPR	code	6
A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos	CVPR	code	6
AON: Towards Arbitrarily-Oriented Text Recognition	CVPR	code	6
Mask-Guided Contrastive Attention Model for Person Re-Identification	CVPR	code	6
Hierarchical Novelty Detection for Visual Object Recognition	CVPR	code	6
Generative Adversarial Learning Towards Fast Weakly Supervised Detection	CVPR	code	6
Deep Learning Under Privileged Information Using Heteroscedastic Dropout	CVPR	code	6
Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition	CVPR	code	6
A Two-Step Disentanglement Method	CVPR	code	6
Variational Autoencoders for Deforming 3D Mesh Models	CVPR	code	6
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering	CVPR	code	5
Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras	CVPR	code	5
Blind Justice: Fairness with Encrypted Sensitive Attributes	ICML	code	5
Towards Open-Set Identity Preserving Face Synthesis	CVPR	code	5
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach	ICML	code	5
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks	CVPR	code	5
The Mirage of Action-Dependent Baselines in Reinforcement Learning	ICML	code	5
Learning to Separate Object Sounds by Watching Unlabeled Video	ECCV	code	5
Dynamic-Structured Semantic Propagation Network	CVPR	code	5
Specular-to-Diffuse Translation for Multi-View Reconstruction	ECCV	code	5
Image Manipulation with Perceptual Discriminators	ECCV	code	5
Unsupervised holistic image generation from key local patches	ECCV	code	5
Gradually Updated Neural Networks for Large-Scale Image Recognition	ICML	code	5
Pose Proposal Networks	ECCV	code	5
Adversarial Learning with Local Coordinate Coding	ICML	code	5
Machine Theory of Mind	ICML	code	5
Transfer Learning via Learning to Transfer	ICML	code	5
AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks	CVPR	code	5
Decoupled Parallel Backpropagation with Convergence Guarantee	ICML	code	5
Low-Shot Learning With Imprinted Weights	CVPR	code	5
Human Pose Estimation With Parsing Induced Learner	CVPR	code	4
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation	ECCV	code	4
Ultra Large-Scale Feature Selection using Count-Sketches	ICML	code	4
Explicit Inductive Bias for Transfer Learning with Convolutional Networks	ICML	code	4
Dynamic Conditional Networks for Few-Shot Learning	ECCV	code	4
Modeling Sparse Deviations for Compressed Sensing using Generative Models	ICML	code	4
Inference Suboptimality in Variational Autoencoders	ICML	code	4
Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction	CVPR	code	4
Inner Space Preserving Generative Pose Machine	ECCV	code	4
Bilevel Programming for Hyperparameter Optimization and Meta-Learning	ICML	code	4
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering	CVPR	code	4
Transferable Adversarial Perturbations	ECCV	code	4
Learning Steady-States of Iterative Algorithms over Graphs	ICML	code	4
Recovering 3D Planes from a Single Image via Convolutional Neural Networks	ECCV	code	4
Mutual Information Neural Estimation	ICML	code	4
Inter and Intra Topic Structure Learning with Word Embeddings	ICML	code	4
DVQA: Understanding Data Visualizations via Question Answering	CVPR	code	4
Light Structure from Pin Motion: Simple and Accurate Point Light Calibration for Physics-based Modeling	ECCV	code	4
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering	CVPR	code	4
Fully-Convolutional Point Networks for Large-Scale Point Clouds	ECCV	code	4
Classification from Pairwise Similarity and Unlabeled Data	ICML	code	4
Conditional Prior Networks for Optical Flow	ECCV	code	4
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification	CVPR	code	4
Deep Burst Denoising	ECCV	code	3
Robust Physical-World Attacks on Deep Learning Visual Classification	CVPR	code	3
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care	ICML	code	3
Learning Dual Convolutional Neural Networks for Low-Level Vision	CVPR	code	3
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis	ICML	code	3
Real-time 'Actor-Critic' Tracking	ECCV	code	3
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters	ECCV	code	3
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations	ICML	code	3
Constraint-Aware Deep Neural Network Compression	ECCV	code	3
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking	ECCV	code	3
Towards Realistic Predictors	ECCV	code	3
Differentially Private Database Release via Kernel Mean Embeddings	ICML	code	3
Estimating the Success of Unsupervised Image to Image Translation	ECCV	code	3
Parallel Bayesian Network Structure Learning	ICML	code	3
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images	CVPR	code	3
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition	CVPR	code	3
Learning to Branch	ICML	code	3
Convergent Tree Backup and Retrace with Function Approximation	ICML	code	3
SegStereo: Exploiting Semantic Information for Disparity Estimation	ECCV	code	3
Progressive Attention Guided Recurrent Network for Salient Object Detection	CVPR	code	3
Spatially-Adaptive Filter Units for Deep Neural Networks	CVPR	code	3
Tracking Emerges by Colorizing Videos	ECCV	code	3
Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence	CVPR	code	3
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs	CVPR	code	3
Semantic Video Segmentation by Gated Recurrent Flow Propagation	CVPR	code	3
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking	ECCV	code	3
Geometry-Aware Scene Text Detection With Instance Transformation Network	CVPR	code	3
Weakly-supervised Video Summarization using Variational Encoder-Decoder and Web Prior	ECCV	code	3
Gaze Prediction in Dynamic 360° Immersive Videos	CVPR	code	2
Learning to Localize Sound Source in Visual Scenes	CVPR	code	2
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos	ECCV	code	2
Conditional Neural Processes	ICML	code	2
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains	CVPR	code	2
Teaching Categories to Human Learners With Visual Explanations	CVPR	code	2
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition	CVPR	code	2
A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos	CVPR	code	2
Learning Answer Embeddings for Visual Question Answering	CVPR	code	2
Learning and Memorization	ICML	code	2
Black Box FDR	ICML	code	2
Disentangling Factors of Variation by Mixing Them	CVPR	code	2
Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks	CVPR	code	2
Composite Functional Gradient Learning of Generative Adversarial Models	ICML	code	2
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes	ECCV	code	2
CoVeR: Learning Covariate-Specific Vector Representations with Tensor Decompositions	ICML	code	2
Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization	ICML	code	2
Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks	CVPR	code	2
Learning Face Age Progression: A Pyramid Architecture of GANs	CVPR	code	2
Towards Effective Low-Bitwidth Convolutional Neural Networks	CVPR	code	2
Importance Weighted Transfer of Samples in Reinforcement Learning	ICML	code	2
Image Super-Resolution via Dual-State Recurrent Networks	CVPR	code	2
Sidekick Policy Learning for Active Visual Exploration	ECCV	code	2
Single Image Water Hazard Detection using FCN with Reflection Attention Units	ECCV	code	2
Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design	ICML	code	2
Learning Longer-term Dependencies in RNNs with Auxiliary Losses	ICML	code	2
HiDDeN: Hiding Data with Deep Networks	ECCV	code	2
End-to-End Incremental Learning	ECCV	code	2
Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos	ECCV	code	1
Learning unknown ODE models with Gaussian processes	ICML	code	1
DeLS-3D: Deep Localization and Segmentation With a 3D Semantic Map	CVPR	code	1
Density Adaptive Point Set Registration	CVPR	code	1
Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving	ECCV	code	1
Compositional Learning for Human Object Interaction	ECCV	code	1
Saliency Detection in 360° Videos	ECCV	code	1
Recognizing Human Actions as the Evolution of Pose Estimation Maps	CVPR	code	1
Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models	ECCV	code	1
Task-driven Webpage Saliency	ECCV	code	1
Multispectral Image Intrinsic Decomposition via Subspace Constraint	CVPR	code	1
Functional Map of the World	CVPR	code	1
CartoonGAN: Generative Adversarial Networks for Photo Cartoonization	CVPR	code	1
A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping	CVPR	code	1
Context-Aware Synthesis for Video Frame Interpolation	CVPR	code	1
A Modulation Module for Multi-task Learning with Applications in Image Retrieval	ECCV	code	1
LaVAN: Localized and Visible Adversarial Noise	ICML	code	1
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation	CVPR	code	1
Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation	ECCV	code	1
Structured Uncertainty Prediction Networks	CVPR	code	1
Goodness-of-fit Testing for Discrete Distributions via Stein Discrepancy	ICML	code	1
Bidirectional Retrieval Made Simple	CVPR	code	1
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification	ECCV	code	1
Ring Loss: Convex Feature Normalization for Face Recognition	CVPR	code	1
Coupled End-to-End Transfer Learning With Generalized Fisher Information	CVPR	code	1
Online Detection of Action Start in Untrimmed, Streaming Videos	ECCV	code	1
Configurable Markov Decision Processes	ICML	code	1
Highly-Economized Multi-View Binary Compression for Scalable Image Clustering	ECCV	code	1
Feature Selective Networks for Object Detection	CVPR	code	1
Learning Visual Question Answering by Bootstrapping Hard Attention	ECCV	code	1
End-to-End Flow Correlation Tracking With Spatial-Temporal Attention	CVPR	code	1
Defense Against Universal Adversarial Perturbations	CVPR	code	1
Visual Coreference Resolution in Visual Dialog using Neural Module Networks	ECCV	code	1
Diverse and Coherent Paragraph Generation from Images	ECCV	code	1
Chi-square Generative Adversarial Network	ICML	code	1
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding	ICML	code	1

2017

Title	Conf	Code	Stars
Bridging the Gap Between Value and Policy Based Reinforcement Learning	NIPS	code	41425
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models	NIPS	code	41425
Deep Photo Style Transfer	CVPR	code	11173
LightGBM: A Highly Efficient Gradient Boosting Decision Tree	NIPS	code	6505
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation	NIPS	code	5333
Attention is All you Need	NIPS	code	5000
Densely Connected Convolutional Networks	CVPR	code	2861
A Unified Approach to Interpreting Model Predictions	NIPS	code	2040
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games	NIPS	code	1760
Fully Convolutional Instance-Aware Semantic Segmentation	CVPR	code	1324
Aggregated Residual Transformations for Deep Neural Networks	CVPR	code	1264
Improved Training of Wasserstein GANs	NIPS	code	1262
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation	CVPR	code	1234
Unsupervised Image-to-Image Translation Networks	NIPS	code	1071
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network	CVPR	code	1038
High-Resolution Image Inpainting Using Multi-Scale Neural Patch Synthesis	CVPR	code	1020
SphereFace: Deep Hypersphere Embedding for Face Recognition	CVPR	code	931
Bayesian GAN	NIPS	code	926
Deep Feature Flow for Video Recognition	CVPR	code	881
Pyramid Scene Parsing Network	CVPR	code	834
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes	NIPS	code	833
Finding Tiny Faces	CVPR	code	776
YOLO9000: Better, Faster, Stronger	CVPR	code	704
Toward Multimodal Image-to-Image Translation	NIPS	code	685
FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks	CVPR	code	643
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space	NIPS	code	589
Dilated Residual Networks	CVPR	code	533
Learning Disentangled Representations with Semi-Supervised Deep Generative Models	NIPS	code	480
Learning From Simulated and Unsupervised Images Through Adversarial Training	CVPR	code	469
Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network	CVPR	code	466
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space	CVPR	code	465
GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence	CVPR	code	423
Dual Path Networks	NIPS	code	410
Joint Detection and Identification Feature Learning for Person Search	CVPR	code	402
Video Frame Interpolation via Adaptive Convolution	CVPR	code	402
Inductive Representation Learning on Large Graphs	NIPS	code	383
Deep Image Matting	CVPR	code	353
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	329
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation	CVPR	code	324
Deep Lattice Networks and Partial Monotonic Functions	NIPS	code	318
Detecting Oriented Text in Natural Images by Linking Segments	CVPR	code	313
Universal Style Transfer via Feature Transforms	NIPS	code	310
Annotating Object Instances With a Polygon-RNN	CVPR	code	305
Accurate Single Stage Detector Using Recurrent Rolling Convolution	CVPR	code	304
One-Shot Video Object Segmentation	CVPR	code	296
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution	CVPR	code	279
OctNet: Learning Deep 3D Representations at High Resolutions	CVPR	code	270
Residual Attention Network for Image Classification	CVPR	code	267
Dilated Recurrent Neural Networks	NIPS	code	267
Feature Pyramid Networks for Object Detection	CVPR	code	260
Style Transfer from Non-Parallel Text by Cross-Alignment	NIPS	code	247
Self-Critical Sequence Training for Image Captioning	CVPR	code	243
Age Progression/Regression by Conditional Adversarial Autoencoder	CVPR	code	241
Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image	CVPR	code	238
Richer Convolutional Features for Edge Detection	CVPR	code	231
Stacked Generative Adversarial Networks	CVPR	code	201
Spatially Adaptive Computation Time for Residual Networks	CVPR	code	195
Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning	CVPR	code	194
The Reversible Residual Network: Backpropagation Without Storing Activations	NIPS	code	191
Generative Face Completion	CVPR	code	186
A Point Set Generation Network for 3D Object Reconstruction From a Single Image	CVPR	code	186
Visual Dialog	CVPR	code	183
Prototypical Networks for Few-shot Learning	NIPS	code	183
FastMask: Segment Multi-Scale Object Candidates in One Shot	CVPR	code	181
Deeply Supervised Salient Object Detection With Short Connections	CVPR	code	177
Learning Deep CNN Denoiser Prior for Image Restoration	CVPR	code	171
OnACID: Online Analysis of Calcium Imaging Data in Real Time	NIPS	code	166
Inverse Compositional Spatial Transformer Networks	CVPR	code	166
Semantic Scene Completion From a Single Depth Image	CVPR	code	164
Multi-View 3D Object Detection Network for Autonomous Driving	CVPR	code	157
3D Bounding Box Estimation Using Deep Learning and Geometry	CVPR	code	156
Scene Graph Generation by Iterative Message Passing	CVPR	code	155
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium	NIPS	code	154
Learning From Synthetic Humans	CVPR	code	154
Oriented Response Networks	CVPR	code	148
Image Super-Resolution via Deep Recursive Residual Network	CVPR	code	144
On Human Motion Prediction Using Recurrent Neural Networks	CVPR	code	142
Language Modeling with Recurrent Highway Hypernetworks	NIPS	code	142
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images	CVPR	code	140
Simple Does It: Weakly Supervised Instance and Semantic Segmentation	CVPR	code	138
Learning Multiple Tasks with Multilinear Relationship Networks	NIPS	code	138
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning	NIPS	code	138
Deep Feature Interpolation for Image Content Changes	CVPR	code	136
Triple Generative Adversarial Nets	NIPS	code	131
Conditional Similarity Networks	CVPR	code	128
Attend to You: Personalized Image Captioning With Context Sequence Memory Networks	CVPR	code	127
One-Sided Unsupervised Domain Mapping	NIPS	code	127
Controlling Perceptual Factors in Neural Style Transfer	CVPR	code	125
Detecting Visual Relationships With Deep Relational Networks	CVPR	code	125
Gradient Episodic Memory for Continual Learning	NIPS	code	122
Multi-Context Attention for Human Pose Estimation	CVPR	code	122
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model	NIPS	code	116
DSAC - Differentiable RANSAC for Camera Localization	CVPR	code	115
Bayesian Compression for Deep Learning	NIPS	code	115
Value Prediction Network	NIPS	code	115
Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks	CVPR	code	114
Hierarchical Attentive Recurrent Tracking	NIPS	code	111
Discriminative Correlation Filter With Channel and Spatial Reliability	CVPR	code	111
Deep Pyramidal Residual Networks	CVPR	code	110
PoseTrack: Joint Multi-Person Pose Estimation and Tracking	CVPR	code	109
Learning a Multi-View Stereo Machine	NIPS	code	108
Spatiotemporal Multiplier Networks for Video Action Recognition	CVPR	code	108
Concrete Dropout	NIPS	code	107
Good Semi-supervised Learning That Requires a Bad GAN	NIPS	code	107
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning	NIPS	code	106
Deep Watershed Transform for Instance Segmentation	CVPR	code	105
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction	CVPR	code	103
Deep Hyperspherical Learning	NIPS	code	100
Bayesian Optimization with Gradients	NIPS	code	100
Switching Convolutional Neural Network for Crowd Counting	CVPR	code	99
Working hard to know your neighbor's margins: Local descriptor learning loss	NIPS	code	97
Train longer, generalize better: closing the generalization gap in large batch training of neural networks	NIPS	code	97
WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation	CVPR	code	95
Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency	CVPR	code	93
Adversarial Discriminative Domain Adaptation	CVPR	code	90
Task-based End-to-end Model Learning in Stochastic Optimization	NIPS	code	90
Learning to Compose Domain-Specific Transformations for Data Augmentation	NIPS	code	87
Semantic Autoencoder for Zero-Shot Learning	CVPR	code	85
AMC: Attention guided Multi-modal Correlation Learning for Image Search	CVPR	code	84
Fast-Slow Recurrent Neural Networks	NIPS	code	83
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model	NIPS	code	82
Learning Combinatorial Optimization Algorithms over Graphs	NIPS	code	82
Optical Flow in Mostly Rigid Scenes	CVPR	code	78
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search	NIPS	code	78
ECO: Efficient Convolution Operators for Tracking	CVPR	code	78
Unite the People: Closing the Loop Between 3D and 2D Human Representations	CVPR	code	78
Learning a Deep Embedding Model for Zero-Shot Learning	CVPR	code	77
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation	CVPR	code	76
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data	NIPS	code	76
Deep Video Deblurring for Hand-Held Cameras	CVPR	code	75
A-NICE-MC: Adversarial Training for MCMC	NIPS	code	74
Local Binary Convolutional Neural Networks	CVPR	code	73
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data	CVPR	code	73
SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning	CVPR	code	73
Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose	CVPR	code	73
Multiple Instance Detection Network With Online Instance Classifier Refinement	CVPR	code	72
Causal Effect Inference with Deep Latent-Variable Models	NIPS	code	72
MMD GAN: Towards Deeper Understanding of Moment Matching Network	NIPS	code	72
Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning	CVPR	code	71
End-To-End Instance Segmentation With Recurrent Attention	CVPR	code	71
Learning Shape Abstractions by Assembling Volumetric Primitives	CVPR	code	68
Top-Down Visual Saliency Guided by Captions	CVPR	code	67
Feedback Networks	CVPR	code	66
Positive-Unlabeled Learning with Non-Negative Risk Estimator	NIPS	code	66
Unsupervised Video Summarization With Adversarial LSTM Networks	CVPR	code	65
Deep Image Harmonization	CVPR	code	65
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks	NIPS	code	65
Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis	CVPR	code	65
Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces	CVPR	code	63
Video Propagation Networks	CVPR	code	63
Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning	CVPR	code	62
Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning	CVPR	code	61
Optical Flow Estimation Using a Spatial Pyramid Network	CVPR	code	60
Training Deep Networks without Learning Rates Through Coin Betting	NIPS	code	59
AdaGAN: Boosting Generative Models	NIPS	code	58
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching	NIPS	code	58
Convolutional Gaussian Processes	NIPS	code	57
Person Re-Identification in the Wild	CVPR	code	57
Quality Aware Network for Set to Set Recognition	CVPR	code	57
Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade	CVPR	code	56
Doubly Stochastic Variational Inference for Deep Gaussian Processes	NIPS	code	55
Full Resolution Image Compression With Recurrent Neural Networks	CVPR	code	54
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks	CVPR	code	54
Modeling Relationships in Referential Expressions With Compositional Modular Networks	CVPR	code	54
End-To-End 3D Face Reconstruction With Deep Neural Networks	CVPR	code	54
On-the-fly Operation Batching in Dynamic Computation Graphs	NIPS	code	53
Image-To-Image Translation With Conditional Adversarial Networks	CVPR	code	53
Deep Subspace Clustering Networks	NIPS	code	52
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee	NIPS	code	50
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection	CVPR	code	49
Person Search With Natural Language Description	CVPR	code	47
Triangle Generative Adversarial Networks	NIPS	code	47
SST: Single-Stream Temporal Action Proposals	CVPR	code	47
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos	CVPR	code	46
Differentiable Learning of Logical Rules for Knowledge Base Reasoning	NIPS	code	46
L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space	CVPR	code	46
Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks	CVPR	code	45
The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process	NIPS	code	43
Structured Bayesian Pruning via Log-Normal Multiplicative Noise	NIPS	code	42
Learning Residual Images for Face Attribute Manipulation	CVPR	code	41
Neural Expectation Maximization	NIPS	code	41
EAST: An Efficient and Accurate Scene Text Detector	CVPR	code	41
Hybrid Reward Architecture for Reinforcement Learning	NIPS	code	40
Visual Translation Embedding Network for Visual Relation Detection	CVPR	code	40
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network	NIPS	code	39
Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations	CVPR	code	39
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning	NIPS	code	39
Modulating early visual processing by language	NIPS	code	39
Accurate Optical Flow via Direct Cost Volume Processing	CVPR	code	39
Learned D-AMP: Principled Neural Network based Compressive Image Recovery	NIPS	code	38
Semantic Compositional Networks for Visual Captioning	CVPR	code	38
Stabilizing Training of Generative Adversarial Networks through Regularization	NIPS	code	38
Xception: Deep Learning With Depthwise Separable Convolutions	CVPR	code	38
Neural Scene De-Rendering	CVPR	code	38
A Linear-Time Kernel Goodness-of-Fit Test	NIPS	code	37
What's in a Question: Using Visual Questions as a Form of Supervision	CVPR	code	36
Multiple People Tracking by Lifted Multicut and Person Re-Identification	CVPR	code	36
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions	NIPS	code	36
Fast Fourier Color Constancy	CVPR	code	36
Diversified Texture Synthesis With Feed-Forward Networks	CVPR	code	36
Face Normals "In-The-Wild" Using Fully Convolutional Networks	CVPR	code	35
FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling	CVPR	code	34
Template Matching With Deformable Diversity Similarity	CVPR	code	34
Comparative Evaluation of Hand-Crafted and Learned Local Features	CVPR	code	34
Masked Autoregressive Flow for Density Estimation	NIPS	code	34
Real Time Image Saliency for Black Box Classifiers	NIPS	code	32
Structured Embedding Models for Grouped Data	NIPS	code	32
Learning Detection With Diverse Proposals	CVPR	code	31
Using Ranking-CNN for Age Estimation	CVPR	code	30
Safe Model-based Reinforcement Learning with Stability Guarantees	NIPS	code	29
QMDP-Net: Deep Learning for Planning under Partial Observability	NIPS	code	28
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes	CVPR	code	28
VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization	CVPR	code	28
Geometric Loss Functions for Camera Pose Regression With Deep Learning	CVPR	code	28
StyleNet: Generating Attractive Visual Captions With Styles	CVPR	code	28
LCNN: Lookup-Based Convolutional Neural Network	CVPR	code	27
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis	CVPR	code	27
3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder	CVPR	code	27
GP CaKe: Effective brain connectivity with causal kernels	NIPS	code	27
Unsupervised Learning of Disentangled Representations from Video	NIPS	code	27
Learning Active Learning from Data	NIPS	code	26
Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations	CVPR	code	26
Semantic Image Inpainting With Deep Generative Models	CVPR	code	26
Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos	CVPR	code	26
Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields	CVPR	code	25
Deep Semantic Feature Matching	CVPR	code	25
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon	NIPS	code	25
Deep Hashing Network for Unsupervised Domain Adaptation	CVPR	code	25
Deep Learning on Lie Groups for Skeleton-Based Action Recognition	CVPR	code	25
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure	NIPS	code	25
Hierarchical Boundary-Aware Neural Encoder for Video Captioning	CVPR	code	24
Deep Co-Occurrence Feature Learning for Visual Object Recognition	CVPR	code	24
A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation	CVPR	code	23
Learning to Detect Salient Objects With Image-Level Supervision	CVPR	code	23
Shading Annotations in the Wild	CVPR	code	23
YASS: Yet Another Spike Sorter	NIPS	code	23
Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection	CVPR	code	22
Reducing Reparameterization Gradient Variance	NIPS	code	22
Exploiting Saliency for Object Segmentation From Image Level Labels	CVPR	code	22
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer	CVPR	code	22
Contrastive Learning for Image Captioning	NIPS	code	22
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net	NIPS	code	21
Joint distribution optimal transportation for domain adaptation	NIPS	code	21
Interspecies Knowledge Transfer for Facial Keypoint Detection	CVPR	code	21
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors	CVPR	code	21
Universal Adversarial Perturbations	CVPR	code	21
Hash Embeddings for Efficient Word Representations	NIPS	code	21
Deep Mean-Shift Priors for Image Restoration	NIPS	code	20
Straight to Shapes: Real-Time Detection of Encoded Shapes	CVPR	code	20
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering	NIPS	code	20
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling	CVPR	code	20
The Numerics of GANs	NIPS	code	19
Dense Captioning With Joint Inference and Visual Context	CVPR	code	19
Real-Time Neural Style Transfer for Videos	CVPR	code	19
Learning to Pivot with Adversarial Networks	NIPS	code	19
Context Selection for Embedding Models	NIPS	code	18
Dual Discriminator Generative Adversarial Nets	NIPS	code	17
Towards Accurate Multi-Person Pose Estimation in the Wild	CVPR	code	17
A Bayesian Data Augmentation Approach for Learning Deep Models	NIPS	code	17
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition	CVPR	code	17
Structured Generative Adversarial Networks	NIPS	code	17
Joint Gap Detection and Inpainting of Line Drawings	CVPR	code	17
Predictive-Corrective Networks for Action Detection	CVPR	code	17
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network	CVPR	code	16
Event-Based Visual Inertial Odometry	CVPR	code	16
FALKON: An Optimal Large Scale Kernel Method	NIPS	code	16
Neural system identification for large populations separating “what” and “where”	NIPS	code	16
Deep Unsupervised Similarity Learning Using Partially Ordered Sets	CVPR	code	16
Shallow Updates for Deep Reinforcement Learning	NIPS	code	15
Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks	CVPR	code	15
Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM	NIPS	code	15
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations	NIPS	code	15
DropoutNet: Addressing Cold Start in Recommender Systems	NIPS	code	15
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly	NIPS	code	14
Few-Shot Learning Through an Information Retrieval Lens	NIPS	code	14
Estimating Mutual Information for Discrete-Continuous Mixtures	NIPS	code	14
POSEidon: Face-From-Depth for Driver Pose Estimation	CVPR	code	14
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing	CVPR	code	14
Label Distribution Learning Forests	NIPS	code	14
Off-policy evaluation for slate recommendation	NIPS	code	14
Captioning Images With Diverse Objects	CVPR	code	14
Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification	CVPR	code	14
Deep Learning with Topological Signatures	NIPS	code	14
Multi-Information Source Optimization	NIPS	code	13
Recurrent 3D Pose Sequence Machines	CVPR	code	13
Spherical convolutions and their application in molecular modelling	NIPS	code	13
Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes	CVPR	code	13
Weakly Supervised Affordance Detection	CVPR	code	13
Deep Metric Learning via Facility Location	CVPR	code	13
Learning Spherical Convolution for Fast Features from 360° Imagery	NIPS	code	13
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach	NIPS	code	12
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events	NIPS	code	12
Multigrid Neural Architectures	CVPR	code	12
Streaming Sparse Gaussian Process Approximations	NIPS	code	12
Deep Supervised Discrete Hashing	NIPS	code	12
Deep Cross-Modal Hashing	CVPR	code	12
Light Field Blind Motion Deblurring	CVPR	code	12
StyleBank: An Explicit Representation for Neural Image Style Transfer	CVPR	code	11
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification	NIPS	code	11
Federated Multi-Task Learning	NIPS	code	11
Neural Face Editing With Intrinsic Image Disentangling	CVPR	code	11
Learning Diverse Image Colorization	CVPR	code	11
Predictive State Recurrent Neural Networks	NIPS	code	11
Convolutional Neural Network Architecture for Geometric Matching	CVPR	code	11
On Fairness and Calibration	NIPS	code	11
Generalized Deep Image to Image Regression	CVPR	code	11
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs	NIPS	code	11
Awesome Typography: Statistics-Based Text Effects Transfer	CVPR	code	11
Non-Local Deep Features for Salient Object Detection	CVPR	code	10
Differential Angular Imaging for Material Recognition	CVPR	code	10
Learning Motion Patterns in Videos	CVPR	code	10
IM2CAD	CVPR	code	10
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin	NIPS	code	10
High-Order Attention Models for Visual Question Answering	NIPS	code	10
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection	CVPR	code	10
Scalable Log Determinants for Gaussian Process Kernel Learning	NIPS	code	10
Do Deep Neural Networks Suffer from Crowding?	NIPS	code	9
DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents	CVPR	code	9
Practical Data-Dependent Metric Compression with Provable Guarantees	NIPS	code	9
Learned Contextual Feature Reweighting for Image Geo-Localization	CVPR	code	9
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization	NIPS	code	9
Gradient descent GAN optimization is locally stable	NIPS	code	9
From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur	CVPR	code	9
Removing Rain From Single Images via a Deep Detail Network	CVPR	code	9
Attentional Correlation Filter Network for Adaptive Visual Tracking	CVPR	code	9
Fisher GAN	NIPS	code	9
f-GANs in an Information Geometric Nutshell	NIPS	code	9
Affinity Clustering: Hierarchical Clustering at Scale	NIPS	code	8
Neural Aggregation Network for Video Face Recognition	CVPR	code	8
Gaze Embeddings for Zero-Shot Image Classification	CVPR	code	8
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models	NIPS	code	8
Cost efficient gradient boosting	NIPS	code	8
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation	NIPS	code	8
Diverse Image Annotation	CVPR	code	7
Benchmarking Denoising Algorithms With Real Photographs	CVPR	code	7
Online multiclass boosting	NIPS	code	7
A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting	CVPR	code	7
A Hierarchical Approach for Generating Descriptive Image Paragraphs	CVPR	code	7
Reflectance Adaptive Filtering Improves Intrinsic Image Estimation	CVPR	code	7
Tensor Biclustering	NIPS	code	6
Model-Powered Conditional Independence Test	NIPS	code	6
Optimized Pre-Processing for Discrimination Prevention	NIPS	code	6
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains	NIPS	code	6
Disentangled Representation Learning GAN for Pose-Invariant Face Recognition	CVPR	code	6
DeepNav: Learning to Navigate Large Cities	CVPR	code	6
Improving Training of Deep Neural Networks via Singular Value Bounding	CVPR	code	6
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction	NIPS	code	6
Building a Regular Decision Boundary With Deep Networks	CVPR	code	6
Deep Crisp Boundaries	CVPR	code	6
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems	NIPS	code	6
DeepPermNet: Visual Permutation Learning	CVPR	code	5
Riemannian approach to batch normalization	NIPS	code	5
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference	NIPS	code	5
Recursive Sampling for the Nystrom Method	NIPS	code	5
Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths	CVPR	code	5
Testing and Learning on Distributions with Symmetric Noise Invariance	NIPS	code	5
Viraliency: Pooling Local Virality	CVPR	code	5
Diving into the shallows: a computational perspective on large-scale shallow learning	NIPS	code	5
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features	NIPS	code	5
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition	NIPS	code	5
The World of Fast Moving Objects	CVPR	code	5
Unsupervised Monocular Depth Estimation With Left-Right Consistency	CVPR	code	5
Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks	CVPR	code	5
Point to Set Similarity Based Deep Feature Learning for Person Re-Identification	CVPR	code	5
Cross-Modality Binary Code Learning via Fusion Similarity Hashing	CVPR	code	5
Conic Scan-and-Cover algorithms for nonparametric topic modeling	NIPS	code	5
K-Medoids For K-Means Seeding	NIPS	code	5
Sparse convolutional coding for neuronal assembly detection	NIPS	code	5
Differentially private Bayesian learning on distributed data	NIPS	code	4
Forecasting Human Dynamics From Static Images	CVPR	code	4
Object Co-Skeletonization With Co-Segmentation	CVPR	code	4
Decoupling "when to update" from "how to update"	NIPS	code	4
Regret Minimization in MDPs with Options without Prior Knowledge	NIPS	code	4
From Red Wine to Red Tomato: Composition With Context	CVPR	code	4
Discover and Learn New Objects From Documentaries	CVPR	code	4
Pose-Aware Person Recognition	CVPR	code	4
Cognitive Mapping and Planning for Visual Navigation	CVPR	code	4
From Bayesian Sparsity to Gated Recurrent Nets	NIPS	code	4
Attention-Aware Face Hallucination via Deep Reinforcement Learning	CVPR	code	4
Question Asking as Program Generation	NIPS	code	4
Deep Recurrent Neural Network-Based Identification of Precursor microRNAs	NIPS	code	3
Multi-way Interacting Regression via Factorization Machines	NIPS	code	3
ROAM: A Rich Object Appearance Model With Application to Rotoscoping	CVPR	code	3
Loss Max-Pooling for Semantic Image Segmentation	CVPR	code	3
Predicting Salient Face in Multiple-Face Videos	CVPR	code	3
A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control	NIPS	code	3
Large Margin Object Tracking With Circulant Feature Maps	CVPR	code	3
Compatible Reward Inverse Reinforcement Learning	NIPS	code	3
Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach	CVPR	code	3
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs	NIPS	code	3
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning	NIPS	code	3
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System	NIPS	code	3
Alternating Direction Graph Matching	CVPR	code	3
Non-monotone Continuous DR-submodular Maximization: Structure and Algorithms	NIPS	code	3
Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval	CVPR	code	2
On Structured Prediction Theory with Calibrated Convex Surrogate Losses	NIPS	code	2
Simultaneous Stereo Video Deblurring and Scene Flow Estimation	CVPR	code	2
Adversarial Surrogate Losses for Ordinal Regression	NIPS	code	2
Deep View Morphing	CVPR	code	2
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval	NIPS	code	2
Learning Non-Maximum Suppression	CVPR	code	2
Scalable Levy Process Priors for Spectral Kernel Learning	NIPS	code	2
Generative Hierarchical Learning of Sparse FRAME Models	CVPR	code	2
Multi-Task Learning for Contextual Bandits	NIPS	code	2
Convex Global 3D Registration With Lagrangian Duality	CVPR	code	2
Counting Everyday Objects in Everyday Scenes	CVPR	code	2
AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms	NIPS	code	2
Lip Reading Sentences in the Wild	CVPR	code	2
Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image	CVPR	code	2
Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries	CVPR	code	2
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems	NIPS	code	1
Learning Object Interactions and Descriptions for Semantic Image Segmentation	CVPR	code	1
Fitting Low-Rank Tensors in Constant Time	NIPS	code	1
Deep Affordance-Grounded Sensorimotor Object Recognition	CVPR	code	1
Geodesic Distance Descriptors	CVPR	code	1
Minimum Delay Moving Object Detection	CVPR	code	1
Adaptive Batch Size for Safe Policy Gradients	NIPS	code	1
S3Pool: Pooling With Stochastic Spatial Sampling	CVPR	code	1
Collaborative Deep Learning in Fixed Topology Networks	NIPS	code	1
On clustering network-valued data	NIPS	code	1
Linearly constrained Gaussian processes	NIPS	code	1
Model evidence from nonequilibrium simulations	NIPS	code	1
SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos	CVPR	code	1
Inhomogeneous Hypergraph Clustering with Applications	NIPS	code	1
Matrix Norm Estimation from a Few Entries	NIPS	code	1
The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities	NIPS	code	1
Permutation-based Causal Inference Algorithms with Interventions	NIPS	code	1
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees	NIPS	code	1
Generative Local Metric Learning for Kernel Regression	NIPS	code	1
Discovering Potential Correlations via Hypercontractivity	NIPS	code	1
Online control of the false discovery rate with decaying memory	NIPS	code	1
Expert Gate: Lifelong Learning With a Network of Experts	CVPR	code	1
Unified Embedding and Metric Learning for Zero-Exemplar Event Detection	CVPR	code	1
Learning Fully Convolutional Networks for Iterative Non-Blind Deconvolution	CVPR	code	1
Gated Feedback Refinement Network for Dense Image Labeling	CVPR	code	1
Unrolling the Shutter: CNN to Correct Motion Distortions	CVPR	code	1

2016

Title	Conf	Code	Stars
Deep Residual Learning for Image Recognition	CVPR	code	4137
Convolutional Pose Machines	CVPR	code	2897
Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis	CVPR	code	700
Synthetic Data for Text Localisation in Natural Images	CVPR	code	663
Instance-Aware Semantic Segmentation via Multi-Task Network Cascades	CVPR	code	416
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking	CVPR	code	334
Learning Deep Features for Discriminative Localization	CVPR	code	306
Convolutional Two-Stream Network Fusion for Video Action Recognition	CVPR	code	295
Deep Metric Learning via Lifted Structured Feature Embedding	CVPR	code	229
Learning Deep Representations of Fine-Grained Visual Descriptions	CVPR	code	208
Eye Tracking for Everyone	CVPR	code	185
NetVLAD: CNN Architecture for Weakly Supervised Place Recognition	CVPR	code	168
Joint Unsupervised Learning of Deep Representations and Image Clusters	CVPR	code	166
Staple: Complementary Learners for Real-Time Tracking	CVPR	code	165
Accurate Image Super-Resolution Using Very Deep Convolutional Networks	CVPR	code	163
Temporal Action Localization in Untrimmed Videos via Multi-Stage CNNs	CVPR	code	159
LocNet: Improving Localization Accuracy for Object Detection	CVPR	code	151
Shallow and Deep Convolutional Networks for Saliency Prediction	CVPR	code	142
Compact Bilinear Pooling	CVPR	code	141
Learning Compact Binary Descriptors With Unsupervised Deep Neural Networks	CVPR	code	139
Rethinking the Inception Architecture for Computer Vision	CVPR	code	129
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images	CVPR	code	121
Dynamic Image Networks for Action Recognition	CVPR	code	117
Context Encoders: Feature Learning by Inpainting	CVPR	code	113
TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks	CVPR	code	107
Natural Language Object Retrieval	CVPR	code	94
Weakly Supervised Deep Detection Networks	CVPR	code	89
Deeply-Recursive Convolutional Network for Image Super-Resolution	CVPR	code	86
Image Question Answering Using Convolutional Neural Network With Dynamic Parameter Prediction	CVPR	code	85
A Comparative Study for Single Image Blind Deblurring	CVPR	code	77
Neural Module Networks	CVPR	code	75
Recurrent Convolutional Network for Video-Based Person Re-Identification	CVPR	code	75
Stacked Attention Networks for Image Question Answering	CVPR	code	71
Progressive Prioritized Multi-View Stereo	CVPR	code	69
A Hierarchical Deep Temporal Model for Group Activity Recognition	CVPR	code	66
Marr Revisited: 2D-3D Alignment via Surface Normal Prediction	CVPR	code	64
Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs	CVPR	code	63
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network	CVPR	code	63
Towards Open Set Deep Networks	CVPR	code	61
Bilateral Space Video Segmentation	CVPR	code	59
Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data	CVPR	code	52
Video Segmentation via Object Flow	CVPR	code	48
Efficient 3D Room Shape Recovery From a Single Panorama	CVPR	code	48
Slicing Convolutional Neural Network for Crowd Video Understanding	CVPR	code	40
CRAFT Objects From Images	CVPR	code	40
Deep Region and Multi-Label Learning for Facial Action Unit Detection	CVPR	code	38
Deep Supervised Hashing for Fast Image Retrieval	CVPR	code	34
Sketch Me That Shoe	CVPR	code	34
A Dual-Source Approach for 3D Pose Estimation From a Single Image	CVPR	code	32
Image Captioning With Semantic Attention	CVPR	code	31
Deep Saliency With Encoded Low Level Distance Map and High Level Features	CVPR	code	30
A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation	CVPR	code	29
Non-Local Image Dehazing	CVPR	code	29
Learning Local Image Descriptors With Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions	CVPR	code	28
Structured Feature Learning for Pose Estimation	CVPR	code	27
Unsupervised Learning of Edges	CVPR	code	26
PatchBatch: A Batch Augmented Loss for Optical Flow	CVPR	code	26
Structure-From-Motion Revisited	CVPR	code	25
Simultaneous Optical Flow and Intensity Estimation From an Event Camera	CVPR	code	25
Attention to Scale: Scale-Aware Semantic Image Segmentation	CVPR	code	25
Recurrent Attention Models for Depth-Based Person Identification	CVPR	code	24
Ordinal Regression With Multiple Output CNN for Age Estimation	CVPR	code	24
Actionness Estimation Using Hybrid Fully Convolutional Networks	CVPR	code	24
Fast Training of Triplet-Based Deep Binary Embedding Networks	CVPR	code	22
You Only Look Once: Unified, Real-Time Object Detection	CVPR	code	21
Dense Human Body Correspondences Using Convolutional Networks	CVPR	code	21
First Person Action Recognition Using Deep Learned Descriptors	CVPR	code	20
Detecting Vanishing Points Using Global Image Context in a Non-Manhattan World	CVPR	code	20
Accumulated Stability Voting: A Robust Descriptor From Descriptors of Multiple Scales	CVPR	code	17
Proposal Flow	CVPR	code	17
Scale-Aware Alignment of Hierarchical Image Segmentation	CVPR	code	16
Semantic Segmentation With Boundary Neural Fields	CVPR	code	15
Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians	CVPR	code	15
Structure From Motion With Objects	CVPR	code	15
Quantized Convolutional Neural Networks for Mobile Devices	CVPR	code	14
Single-Image Crowd Counting via Multi-Column Convolutional Neural Network	CVPR	code	14
ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements	CVPR	code	13
Interactive Segmentation on RGBD Images via Cue Selection	CVPR	code	12
Semantic Filtering	CVPR	code	12
Similarity Learning With Spatial Constraints for Person Re-Identification	CVPR	code	11
Personalizing Human Video Pose Estimation	CVPR	code	10
Automatic Content-Aware Color and Tone Stylization	CVPR	code	9
Image Style Transfer Using Convolutional Neural Networks	CVPR	code	8
Region Ranking SVM for Image Classification	CVPR	code	8
Unsupervised Learning From Narrated Instruction Videos	CVPR	code	7
Where to Look: Focus Regions for Visual Question Answering	CVPR	code	7
Detecting Migrating Birds at Night	CVPR	code	7
Pairwise Matching Through Max-Weight Bipartite Belief Propagation	CVPR	code	7
Visually Indicated Sounds	CVPR	code	7
3D Shape Attributes	CVPR	code	6
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled	CVPR	code	6
Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification	CVPR	code	6
Efficient and Robust Color Consistency for Community Photo Collections	CVPR	code	6
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network	CVPR	code	5
Learning a Discriminative Null Space for Person Re-Identification	CVPR	code	5
Visual Tracking Using Attention-Modulated Disintegration and Integration	CVPR	code	5
Functional Faces: Groupwise Dense Correspondence Using Functional Maps	CVPR	code	5
Beyond Local Search: Tracking Objects Everywhere With Instance-Specific Proposals	CVPR	code	5
Globally Optimal Manhattan Frame Estimation in Real-Time	CVPR	code	4
Efficient Deep Learning for Stereo Matching	CVPR	code	4
Improving Human Action Recognition by Non-Action Classification	CVPR	code	4
Object Contour Detection With a Fully Convolutional Encoder-Decoder Network	CVPR	code	4
Prior-Less Compressible Structure From Motion	CVPR	code	4
Force From Motion: Decoding Physical Sensation in a First Person Video	CVPR	code	3
DenseCap: Fully Convolutional Localization Networks for Dense Captioning	CVPR	code	3
Context-Aware Gaussian Fields for Non-Rigid Point Set Registration	CVPR	code	3
Recurrent Attentional Networks for Saliency Detection	CVPR	code	3
Inferring Forces and Learning Human Utilities From Videos	CVPR	code	2
Weakly Supervised Object Localization With Progressive Domain Adaptation	CVPR	code	2
Joint Recovery of Dense Correspondence and Cosegmentation in Two Images	CVPR	code	2
Moral Lineage Tracing	CVPR	code	2
Efficient Globally Optimal 2D-To-3D Deformable Shape Matching	CVPR	code	2
Cross-Stitch Networks for Multi-Task Learning	CVPR	code	2
Less Is More: Zero-Shot Learning From Online Textual Documents With Noise Suppression	CVPR	code	2
An Egocentric Look at Video Photographer Identity	CVPR	code	2
3D Part-Based Sparse Tracker With Automatic Synchronization and Registration	CVPR	code	1
Fast Algorithms for Convolutional Neural Networks	CVPR	code	1
Video-Story Composition via Plot Analysis	CVPR	code	1
Laplacian Patch-Based Image Synthesis	CVPR	code	1
Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions	CVPR	code	1
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks	CVPR	code	1
Fast Zero-Shot Image Tagging	CVPR	code	1
A single hidden layer feedforward network with only one neuron in the hidden layer can approximate any univariate function		code	0

2015

Title	Conf	Code	Stars
Fast R-CNN	ICCV	code	2141
Conditional Random Fields as Recurrent Neural Networks	ICCV	code	1153
Fully Convolutional Networks for Semantic Segmentation	CVPR	code	817
Learning Deconvolution Network for Semantic Segmentation	ICCV	code	289
Learning to Track: Online Multi-Object Tracking by Decision Making	ICCV	code	279
Learning to Compare Image Patches via Convolutional Neural Networks	CVPR	code	279
Single Image Super-Resolution From Transformed Self-Exemplars	CVPR	code	251
Sequence to Sequence - Video to Text	ICCV	code	228
Deep Neural Decision Forests	ICCV	code	180
Hierarchical Convolutional Features for Visual Tracking	ICCV	code	177
Deep Colorization	ICCV	code	162
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained With Rendered 3D Model Views	ICCV	code	157
Realtime Edge-Based Visual Odometry for a Monocular Camera	ICCV	code	156
Understanding Deep Image Representations by Inverting Them	CVPR	code	152
Context-Aware CNNs for Person Head Detection	ICCV	code	140
Face Alignment by Coarse-to-Fine Shape Searching	CVPR	code	132
Show and Tell: A Neural Image Caption Generator	CVPR	code	128
An Improved Deep Learning Architecture for Person Re-Identification	CVPR	code	120
Depth-Based Hand Pose Estimation: Data, Methods, and Challenges	ICCV	code	108
FaceNet: A Unified Embedding for Face Recognition and Clustering	CVPR	code	97
Massively Parallel Multiview Stereopsis by Surface Normal Diffusion	ICCV	code	94
Learning to Propose Objects	CVPR	code	89
Learning Spatially Regularized Correlation Filters for Visual Tracking	ICCV	code	75
DynamicFusion: Reconstruction and Tracking of Non-Rigid Scenes in Real-Time	CVPR	code	75
A Convolutional Neural Network Cascade for Face Detection	CVPR	code	72
Unsupervised Visual Representation Learning by Context Prediction	ICCV	code	67
Discriminative Learning of Deep Convolutional Feature Point Descriptors	ICCV	code	67
Saliency Detection by Multi-Context Deep Learning	CVPR	code	62
Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images	CVPR	code	61
Deep Filter Banks for Texture Recognition and Segmentation	CVPR	code	56
Finding Action Tubes	CVPR	code	47
Category-Specific Object Reconstruction From a Single Image	CVPR	code	44
Multi-Objective Convolutional Learning for Face Labeling	CVPR	code	43
Learning From Massive Noisy Labeled Data for Image Classification	CVPR	code	42
P-CNN: Pose-Based CNN Features for Action Recognition	ICCV	code	39
Predicting Depth, Surface Normals and Semantic Labels With a Common Multi-Scale Convolutional Architecture	ICCV	code	34
Convolutional Color Constancy	ICCV	code	34
Neural Activation Constellations: Unsupervised Part Model Discovery With Convolutional Networks	ICCV	code	32
Mid-Level Deep Pattern Mining	CVPR	code	32
Car That Knows Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models	ICCV	code	32
VQA: Visual Question Answering	ICCV	code	32
Face Flow	ICCV	code	32
Image Specificity	CVPR	code	31
TILDE: A Temporally Invariant Learned DEtector	CVPR	code	30
PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization	ICCV	code	28
Fast Bilateral-Space Stereo for Synthetic Defocus	CVPR	code	28
Deeply Learned Attributes for Crowded Scene Understanding	CVPR	code	28
In Defense of Color-Based Model-Free Tracking	CVPR	code	27
Parsimonious Labeling	ICCV	code	26
Recurrent Convolutional Neural Network for Object Recognition	CVPR	code	26
Learning The Structure of Deep Convolutional Networks	ICCV	code	25
Occlusion-Aware Depth Estimation Using Light-Field Cameras	ICCV	code	25
Weakly- and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation	ICCV	code	25
Webly Supervised Learning of Convolutional Networks	ICCV	code	25
Sparse Depth Super Resolution	CVPR	code	25
Semantic Image Segmentation via Deep Parsing Network	ICCV	code	25
Deep Convolutional Neural Fields for Depth Estimation From a Single Image	CVPR	code	25
Viewpoints and Keypoints	CVPR	code	25
Deep Networks for Image Super-Resolution With Sparse Prior	ICCV	code	25
Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition	CVPR	code	24
Unconstrained 3D Face Reconstruction	CVPR	code	24
Going Deeper With Convolutions	CVPR	code	23
Data-Driven 3D Voxel Patterns for Object Category Recognition	CVPR	code	23
L0TV: A New Method for Image Restoration in the Presence of Impulse Noise	CVPR	code	21
Holistically-Nested Edge Detection	ICCV	code	21
Phase-Based Frame Interpolation for Video	CVPR	code	20
Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues	CVPR	code	20
Reconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset)	CVPR	code	19
Understanding Deep Features With Computer-Generated Imagery	ICCV	code	18
HICO: A Benchmark for Recognizing Human-Object Interactions in Images	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	13
Oriented Edge Forests for Boundary Detection	CVPR	code	13
Structured Feature Selection	ICCV	code	12
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification	CVPR	code	11
Reflection Removal Using Ghosting Cues	CVPR	code	11
Where to Buy It: Matching Street Clothing Photos in Online Shops	ICCV	code	10
Appearance-Based Gaze Estimation in the Wild	CVPR	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
Robust Image Filtering Using Joint Static and Dynamic Guidance	CVPR	code	8
Unsupervised Learning of Visual Representations Using Videos	ICCV	code	8
Convolutional Channel Features	ICCV	code	8
Partial Person Re-Identification	ICCV	code	7
Pooled Motion Features for First-Person Videos	CVPR	code	6
Finding Distractors In Images	CVPR	code	6
Live Repetition Counting	ICCV	code	6
Towards Open World Recognition	CVPR	code	6
Simpler Non-Parametric Methods Provide as Good or Better Results to Multiple-Instance Learning	ICCV	code	6
Long-Term Correlation Tracking	CVPR	code	6
Mining Semantic Affordances of Visual Object Categories	CVPR	code	5
Learning a Descriptor-Specific 3D Keypoint Detector	ICCV	code	5
What Makes an Object Memorable?	ICCV	code	5
Dense Semantic Correspondence Where Every Pixel is a Classifier	ICCV	code	5
Supervised Discrete Hashing	CVPR	code	5
Piecewise Flat Embedding for Image Segmentation	ICCV	code	5
Pose Induction for Novel Object Categories	ICCV	code	4
Low-Rank Matrix Factorization Under General Mixture Noise Distributions	ICCV	code	4
Multi-View Convolutional Neural Networks for 3D Shape Recognition	ICCV	code	4
Simultaneous Deep Transfer Across Domains and Tasks	ICCV	code	4
Superdifferential Cuts for Binary Energies	CVPR	code	4
Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing	ICCV	code	3
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo	CVPR	code	3
Minimum Barrier Salient Object Detection at 80 FPS	ICCV	code	3
Hyperspectral Super-Resolution by Coupled Spectral Unmixing	ICCV	code	3
Oriented Object Proposals	ICCV	code	3
Simultaneous Video Defogging and Stereo Reconstruction	CVPR	code	3
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization	CVPR	code	2
Online Sketching Hashing	CVPR	code	2
Robust Saliency Detection via Regularized Random Walks Ranking	CVPR	code	2
Structural Sparse Tracking	CVPR	code	2
CIDEr: Consensus-Based Image Description Evaluation	CVPR	code	2
A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids	ICCV	code	2
Unsupervised Generation of a Viewpoint Annotated Car Dataset From Videos	ICCV	code	2
kNN Hashing With Factorized Neighborhood Representation	ICCV	code	2
Adaptive As-Natural-As-Possible Image Stitching	CVPR	code	2
Multi-Label Cross-Modal Retrieval	ICCV	code	2
Image Retrieval Using Scene Graphs	CVPR	code	2
Interpolation on the Manifold of K Component GMMs	ICCV	code	2
Contour Box: Rejecting Object Proposals Without Explicit Closed Contours	ICCV	code	1
Deep Visual-Semantic Alignments for Generating Image Descriptions	CVPR	code	1
Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising	ICCV	code	1
Computing the Stereo Matching Cost With a Convolutional Neural Network	CVPR	code	1
Latent Trees for Estimating Intensity of Facial Action Units	CVPR	code	1
Robust Optimization for Deep Regression	ICCV	code	1
Learning Spatiotemporal Features With 3D Convolutional Networks	ICCV	code	1
A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer	ICCV	code	1
Unsupervised Semantic Parsing of Video Collections	ICCV	code	1
Self-Occlusions and Disocclusions in Causal Video Object Segmentation	ICCV	code	1
Fast and Effective L0 Gradient Minimization by Region Fusion	ICCV	code	1