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Latest update: NIPS 2018 added!

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2018

Title	Conf	Code	Stars
Video-to-Video Synthesis	NIPS	code	4749
Deep Image Prior	CVPR	code	3451
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation	CVPR	code	3104
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network	ECCV	code	2109
Learning to See in the Dark	CVPR	code	2033
Glow: Generative Flow with Invertible 1x1 Convolutions	NIPS	code	1862
Squeeze-and-Excitation Networks	CVPR	code	1263
Efficient Neural Architecture Search via Parameters Sharing	ICML	code	1189
Multimodal Unsupervised Image-to-image Translation	ECCV	code	1183
Non-Local Neural Networks	CVPR	code	859
Image Generation From Scene Graphs	CVPR	code	772
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?	CVPR	code	690
Single-Shot Refinement Neural Network for Object Detection	CVPR	code	668
GANimation: Anatomically-aware Facial Animation from a Single Image	ECCV	code	628
Detect-and-Track: Efficient Pose Estimation in Videos	CVPR	code	549
Relation Networks for Object Detection	CVPR	code	532
PointCNN	NIPS	code	506
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples	ICML	code	491
Simple Baselines for Human Pose Estimation and Tracking	ECCV	code	488
Taskonomy: Disentangling Task Transfer Learning	CVPR	code	453
Which Training Methods for GANs do actually Converge?	ICML	code	453
Cascaded Pyramid Network for Multi-Person Pose Estimation	CVPR	code	447
Pelee: A Real-Time Object Detection System on Mobile Devices	NIPS	code	441
Generative Image Inpainting With Contextual Attention	CVPR	code	441
Neural 3D Mesh Renderer	CVPR	code	436
Look at Boundary: A Boundary-Aware Face Alignment Algorithm	CVPR	code	416
Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs	CVPR	code	412
End-to-End Recovery of Human Shape and Pose	CVPR	code	388
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs	CVPR	code	388
ICNet for Real-Time Semantic Segmentation on High-Resolution Images	ECCV	code	372
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric	CVPR	code	360
Distractor-aware Siamese Networks for Visual Object Tracking	ECCV	code	350
Frustum PointNets for 3D Object Detection From RGB-D Data	CVPR	code	346
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++	CVPR	code	339
Gibson Env: Real-World Perception for Embodied Agents	CVPR	code	332
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning	CVPR	code	309
Soccer on Your Tabletop	CVPR	code	308
Noise2Noise: Learning Image Restoration without Clean Data	ICML	code	304
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose	CVPR	code	301
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation	CVPR	code	301
Neural Baby Talk	CVPR	code	292
Acquisition of Localization Confidence for Accurate Object Detection	ECCV	code	285
The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks	CVPR	code	283
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume	CVPR	code	283
Fast End-to-End Trainable Guided Filter	CVPR	code	274
Adversarially Regularized Autoencoders	ICML	code	261
License Plate Detection and Recognition in Unconstrained Scenarios	ECCV	code	258
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors	CVPR	code	257
Supervising Unsupervised Learning	NIPS	code	255
Pyramid Stereo Matching Network	CVPR	code	250
Convolutional Neural Networks With Alternately Updated Clique	CVPR	code	250
Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs	CVPR	code	241
Neural Relational Inference for Interacting Systems	ICML	code	240
Learning to Adapt Structured Output Space for Semantic Segmentation	CVPR	code	239
An intriguing failing of convolutional neural networks and the CoordConv solution	NIPS	code	230
Learning to Segment Every Thing	CVPR	code	227
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation	CVPR	code	223
End-to-End Learning of Motion Representation for Video Understanding	CVPR	code	222
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images	ECCV	code	219
Bilinear Attention Networks	NIPS	code	216
Iterative Visual Reasoning Beyond Convolutions	CVPR	code	213
Semi-Parametric Image Synthesis	CVPR	code	213
A Style-Aware Content Loss for Real-time HD Style Transfer	ECCV	code	201
Style Aggregated Network for Facial Landmark Detection	CVPR	code	192
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping	CVPR	code	189
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models	ICML	code	186
Referring Relationships	CVPR	code	185
MoCoGAN: Decomposing Motion and Content for Video Generation	CVPR	code	184
Compressed Video Action Recognition	CVPR	code	180
LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image	CVPR	code	178
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation	ECCV	code	176
Latent Alignment and Variational Attention	NIPS	code	172
Multi-Content GAN for Few-Shot Font Style Transfer	CVPR	code	170
SPLATNet: Sparse Lattice Networks for Point Cloud Processing	CVPR	code	166
Attentive Generative Adversarial Network for Raindrop Removal From a Single Image	CVPR	code	158
Single View Stereo Matching	CVPR	code	158
Unsupervised Feature Learning via Non-Parametric Instance Discrimination	CVPR	code	156
An End-to-End TextSpotter With Explicit Alignment and Attention	CVPR	code	156
Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks	CVPR	code	154
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing	CVPR	code	153
Evolved Policy Gradients	NIPS	code	151
Optimizing Video Object Detection via a Scale-Time Lattice	CVPR	code	150
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs	CVPR	code	150
Learning Category-Specific Mesh Reconstruction from Image Collections	ECCV	code	146
Group Normalization	ECCV	code	145
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks	CVPR	code	142
MegaDepth: Learning Single-View Depth Prediction From Internet Photos	CVPR	code	142
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices	CVPR	code	142
Deep Clustering for Unsupervised Learning of Visual Features	ECCV	code	139
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation	ECCV	code	139
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations	CVPR	code	139
Facelet-Bank for Fast Portrait Manipulation	CVPR	code	138
Image Super-Resolution Using Very Deep Residual Channel Attention Networks	ECCV	code	137
ECO: Efficient Convolutional Network for Online Video Understanding	ECCV	code	137
PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image	CVPR	code	137
Self-Imitation Learning	ICML	code	136
Residual Dense Network for Image Super-Resolution	CVPR	code	134
Embodied Question Answering	CVPR	code	132
Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns	CVPR	code	131
Two-Stream Convolutional Networks for Dynamic Texture Synthesis	CVPR	code	131
Densely Connected Pyramid Dehazing Network	CVPR	code	130
Camera Style Adaptation for Person Re-Identification	CVPR	code	128
Neural Motifs: Scene Graph Parsing With Global Context	CVPR	code	127
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer	CVPR	code	125
Relational recurrent neural networks	NIPS	code	124
LSTM Pose Machines	CVPR	code	124
SO-Net: Self-Organizing Network for Point Cloud Analysis	CVPR	code	123
Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification	CVPR	code	121
Context Embedding Networks	CVPR	code	120
Fast and Accurate Online Video Object Segmentation via Tracking Parts	CVPR	code	119
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation	CVPR	code	119
Learning to Compare: Relation Network for Few-Shot Learning	CVPR	code	118
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining	ECCV	code	116
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships	CVPR	code	116
MVSNet: Depth Inference for Unstructured Multi-view Stereo	ECCV	code	116
Weakly Supervised Instance Segmentation Using Class Peak Response	CVPR	code	116
L4: Practical loss-based stepsize adaptation for deep learning	NIPS	code	116
A Closer Look at Spatiotemporal Convolutions for Action Recognition	CVPR	code	115
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction	CVPR	code	114
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling	CVPR	code	114
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network	ECCV	code	113
Gated Path Planning Networks	ICML	code	113
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning	CVPR	code	110
Decoupled Networks	CVPR	code	109
Video Based Reconstruction of 3D People Models	CVPR	code	109
CosFace: Large Margin Cosine Loss for Deep Face Recognition	CVPR	code	109
DeepMVS: Learning Multi-View Stereopsis	CVPR	code	108
Hierarchical Imitation and Reinforcement Learning	ICML	code	107
Real-Time Seamless Single Shot 6D Object Pose Prediction	CVPR	code	107
Adaptive Affinity Fields for Semantic Segmentation	ECCV	code	107
Long-term Tracking in the Wild: a Benchmark	ECCV	code	106
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms	NIPS	code	106
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics	CVPR	code	104
Deep Back-Projection Networks for Super-Resolution	CVPR	code	104
3D-CODED: 3D Correspondences by Deep Deformation	ECCV	code	102
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform	CVPR	code	102
Scale-Recurrent Network for Deep Image Deblurring	CVPR	code	101
PU-Net: Point Cloud Upsampling Network	CVPR	code	101
Noisy Natural Gradient as Variational Inference	ICML	code	100
Domain Adaptive Faster R-CNN for Object Detection in the Wild	CVPR	code	99
Rethinking Feature Distribution for Loss Functions in Image Classification	CVPR	code	97
DenseASPP for Semantic Segmentation in Street Scenes	CVPR	code	97
Quantized Densely Connected U-Nets for Efficient Landmark Localization	ECCV	code	97
Graph R-CNN for Scene Graph Generation	ECCV	code	96
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene	CVPR	code	94
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network	CVPR	code	93
Deep Depth Completion of a Single RGB-D Image	CVPR	code	93
MAttNet: Modular Attention Network for Referring Expression Comprehension	CVPR	code	92
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis	ICML	code	91
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes	ECCV	code	89
Neural Arithmetic Logic Units	NIPS	code	87
Perturbative Neural Networks	CVPR	code	86
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding	CVPR	code	86
Repulsion Loss: Detecting Pedestrians in a Crowd	CVPR	code	86
End-to-End Weakly-Supervised Semantic Alignment	CVPR	code	86
Learning Blind Video Temporal Consistency	ECCV	code	84
PSANet: Point-wise Spatial Attention Network for Scene Parsing	ECCV	code	84
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights	ECCV	code	83
Nonlinear 3D Face Morphable Model	CVPR	code	81
Deep Mutual Learning	CVPR	code	80
Image Inpainting for Irregular Holes Using Partial Convolutions	ECCV	code	79
BodyNet: Volumetric Inference of 3D Human Body Shapes	ECCV	code	78
Integral Human Pose Regression	ECCV	code	77
FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors	CVPR	code	77
Attention-based Deep Multiple Instance Learning	ICML	code	77
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively	CVPR	code	77
Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction	CVPR	code	76
Macro-Micro Adversarial Network for Human Parsing	ECCV	code	76
Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence	ECCV	code	75
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks	ECCV	code	75
Neural Kinematic Networks for Unsupervised Motion Retargetting	CVPR	code	75
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking	CVPR	code	75
Synthesizing Images of Humans in Unseen Poses	CVPR	code	74
A PID Controller Approach for Stochastic Optimization of Deep Networks	CVPR	code	74
Tell Me Where to Look: Guided Attention Inference Network	CVPR	code	74
Multi-Scale Location-Aware Kernel Representation for Object Detection	CVPR	code	73
Recurrent Relational Networks	NIPS	code	73
VITON: An Image-Based Virtual Try-On Network	CVPR	code	73
VITAL: VIsual Tracking via Adversarial Learning	CVPR	code	73
Future Frame Prediction for Anomaly Detection – A New Baseline	CVPR	code	72
Recurrent Pixel Embedding for Instance Grouping	CVPR	code	71
Learning Human-Object Interactions by Graph Parsing Neural Networks	ECCV	code	69
Repeatability Is Not Enough: Learning Affine Regions via Discriminability	ECCV	code	67
Visual Feature Attribution Using Wasserstein GANs	CVPR	code	67
Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration	CVPR	code	66
Learning SO(3) Equivariant Representations with Spherical CNNs	ECCV	code	64
Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation	ECCV	code	64
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation	CVPR	code	64
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans	CVPR	code	64
One-Shot Unsupervised Cross Domain Translation	NIPS	code	62
Pairwise Confusion for Fine-Grained Visual Classification	ECCV	code	62
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making	CVPR	code	62
Generalizing A Person Retrieval Model Hetero- and Homogeneously	ECCV	code	61
Learning Depth From Monocular Videos Using Direct Methods	CVPR	code	61
Optimizing the Latent Space of Generative Networks	ICML	code	60
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes	CVPR	code	59
“Zero-Shot” Super-Resolution Using Deep Internal Learning	CVPR	code	59
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking	CVPR	code	59
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition	CVPR	code	58
Progressive Neural Architecture Search	ECCV	code	58
Generative Neural Machine Translation	NIPS	code	58
Learning to Reweight Examples for Robust Deep Learning	ICML	code	58
Object Level Visual Reasoning in Videos	ECCV	code	57
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks	CVPR	code	57
Improving Generalization via Scalable Neighborhood Component Analysis	ECCV	code	57
Geometry-Aware Learning of Maps for Camera Localization	CVPR	code	57
Path-Level Network Transformation for Efficient Architecture Search	ICML	code	57
Decorrelated Batch Normalization	CVPR	code	57
Ordinal Depth Supervision for 3D Human Pose Estimation	CVPR	code	57
Disentangled Person Image Generation	CVPR	code	57
Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present	CVPR	code	57
Diverse Image-to-Image Translation via Disentangled Representations	ECCV	code	56
Pointwise Convolutional Neural Networks	CVPR	code	56
Neural Program Synthesis from Diverse Demonstration Videos	ICML	code	56
Learning Less Is More - 6D Camera Localization via 3D Surface Regression	CVPR	code	55
Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency	ECCV	code	55
Learning Latent Super-Events to Detect Multiple Activities in Videos	CVPR	code	55
Depth-aware CNN for RGB-D Segmentation	ECCV	code	55
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning	CVPR	code	54
Unsupervised Discovery of Object Landmarks as Structural Representations	CVPR	code	54
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