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2018

Title Conf Code Stars
Deep Image Prior CVPR code 3238
Learning to See in the Dark CVPR code 1901
Squeeze-and-Excitation Networks CVPR code 1132
Non-Local Neural Networks CVPR code 782
Image Generation From Scene Graphs CVPR code 711
Single-Shot Refinement Neural Network for Object Detection CVPR code 581
Detect-and-Track: Efficient Pose Estimation in Videos CVPR code 504
Relation Networks for Object Detection CVPR code 469
Cascaded Pyramid Network for Multi-Person Pose Estimation CVPR code 416
Taskonomy: Disentangling Task Transfer Learning CVPR code 407
Neural 3D Mesh Renderer CVPR code 401
Generative Image Inpainting With Contextual Attention CVPR code 380
Look at Boundary: A Boundary-Aware Face Alignment Algorithm CVPR code 346
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs CVPR code 337
End-to-End Recovery of Human Shape and Pose CVPR code 329
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ CVPR code 292
Frustum PointNets for 3D Object Detection From RGB-D Data CVPR code 283
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose CVPR code 277
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation CVPR code 277
Soccer on Your Tabletop CVPR code 276
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning CVPR code 267
Neural Baby Talk CVPR code 265
Convolutional Neural Networks With Alternately Updated Clique CVPR code 239
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors CVPR code 233
Pyramid Stereo Matching Network CVPR code 223
Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs CVPR code 217
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume CVPR code 213
End-to-End Learning of Motion Representation for Video Understanding CVPR code 212
Learning to Adapt Structured Output Space for Semantic Segmentation CVPR code 208
Semi-Parametric Image Synthesis CVPR code 204
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR code 196
Iterative Visual Reasoning Beyond Convolutions CVPR code 193
Learning to Segment Every Thing CVPR code 183
Referring Relationships CVPR code 179
Style Aggregated Network for Facial Landmark Detection CVPR code 178
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping CVPR code 173
LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image CVPR code 173
MoCoGAN: Decomposing Motion and Content for Video Generation CVPR code 170
Multi-Content GAN for Few-Shot Font Style Transfer CVPR code 158
Learning to Compare: Relation Network for Few-Shot Learning CVPR code 156
Gibson Env: Real-World Perception for Embodied Agents CVPR code 154
Compressed Video Action Recognition CVPR code 152
Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR code 148
SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR code 145
An End-to-End TextSpotter With Explicit Alignment and Attention CVPR code 143
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices CVPR code 139
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing CVPR code 138
Single View Stereo Matching CVPR code 136
Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks CVPR code 136
Attentive Generative Adversarial Network for Raindrop Removal From a Single Image CVPR code 135
Facelet-Bank for Fast Portrait Manipulation CVPR code 131
Optimizing Video Object Detection via a Scale-Time Lattice CVPR code 130
PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image CVPR code 129
Two-Stream Convolutional Networks for Dynamic Texture Synthesis CVPR code 126
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs CVPR code 126
Densely Connected Pyramid Dehazing Network CVPR code 126
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks CVPR code 123
Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns CVPR code 122
MegaDepth: Learning Single-View Depth Prediction From Internet Photos CVPR code 117
Camera Style Adaptation for Person Re-Identification CVPR code 115
Context Embedding Networks CVPR code 114
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations CVPR code 114
SO-Net: Self-Organizing Network for Point Cloud Analysis CVPR code 112
Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification CVPR code 112
Fast and Accurate Online Video Object Segmentation via Tracking Parts CVPR code 111
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning CVPR code 109
Neural Motifs: Scene Graph Parsing With Global Context CVPR code 108
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation CVPR code 106
Weakly Supervised Instance Segmentation Using Class Peak Response CVPR code 104
A Closer Look at Spatiotemporal Convolutions for Action Recognition CVPR code 103
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling CVPR code 102
Decoupled Networks CVPR code 101
Embodied Question Answering CVPR code 101
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer CVPR code 101
CosFace: Large Margin Cosine Loss for Deep Face Recognition CVPR code 97
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships CVPR code 97
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene CVPR code 92
LSTM Pose Machines CVPR code 91
DeepMVS: Learning Multi-View Stereopsis CVPR code 90
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics CVPR code 90
Rethinking Feature Distribution for Loss Functions in Image Classification CVPR code 89
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network CVPR code 88
MAttNet: Modular Attention Network for Referring Expression Comprehension CVPR code 88
Domain Adaptive Faster R-CNN for Object Detection in the Wild CVPR code 87
Real-Time Seamless Single Shot 6D Object Pose Prediction CVPR code 86
Geometry-Aware Learning of Maps for Camera Localization CVPR code 86
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform CVPR code 85
PU-Net: Point Cloud Upsampling Network CVPR code 85
Deep Back-Projection Networks for Super-Resolution CVPR code 84
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding CVPR code 84
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 80
DenseASPP for Semantic Segmentation in Street Scenes CVPR code 80
Deep Depth Completion of a Single RGB-D Image CVPR code 76
Scale-Recurrent Network for Deep Image Deblurring CVPR code 76
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 74
A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR code 71
Multi-Scale Location-Aware Kernel Representation for Object Detection CVPR code 68
FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors CVPR code 68
Repulsion Loss: Detecting Pedestrians in a Crowd CVPR code 68
Deep Mutual Learning CVPR code 68
VITAL: VIsual Tracking via Adversarial Learning CVPR code 68
Neural Kinematic Networks for Unsupervised Motion Retargetting CVPR code 67
Tell Me Where to Look: Guided Attention Inference Network CVPR code 67
Video Based Reconstruction of 3D People Models CVPR code 67
Visual Feature Attribution Using Wasserstein GANs CVPR code 67
Recurrent Pixel Embedding for Instance Grouping CVPR code 66
VITON: An Image-Based Virtual Try-On Network CVPR code 65
Synthesizing Images of Humans in Unseen Poses CVPR code 65
Perturbative Neural Networks CVPR code 60
Nonlinear 3D Face Morphable Model CVPR code 60
Future Frame Prediction for Anomaly Detection – A New Baseline CVPR code 59
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR code 58
Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration CVPR code 58
Decorrelated Batch Normalization CVPR code 56
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans CVPR code 55
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking CVPR code 54
Learning Latent Super-Events to Detect Multiple Activities in Videos CVPR code 51
Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present CVPR code 51
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks CVPR code 51
Adversarial Feature Augmentation for Unsupervised Domain Adaptation CVPR code 51
Disentangled Person Image Generation CVPR code 50
Unsupervised Discovery of Object Landmarks as Structural Representations CVPR code 49
Neural Style Transfer via Meta Networks CVPR code 49
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval CVPR code 48
Pointwise Convolutional Neural Networks CVPR code 48
Ordinal Depth Supervision for 3D Human Pose Estimation CVPR code 48
Learning Depth From Monocular Videos Using Direct Methods CVPR code 48
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning CVPR code 47
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR code 47
Deep Marching Cubes: Learning Explicit Surface Representations CVPR code 47
“Zero-Shot” Super-Resolution Using Deep Internal Learning CVPR code 45
Discriminability Objective for Training Descriptive Captions CVPR code 45
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation CVPR code 43
Fast and Accurate Single Image Super-Resolution via Information Distillation Network CVPR code 42
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes CVPR code 42
Learning Pose Specific Representations by Predicting Different Views CVPR code 42
Wasserstein Introspective Neural Networks CVPR code 42
Learning to Find Good Correspondences CVPR code 40
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning CVPR code 39
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation CVPR code 38
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing CVPR code 38
BlockDrop: Dynamic Inference Paths in Residual Networks CVPR code 38
Learning Intrinsic Image Decomposition From Watching the World CVPR code 36
Conditional Probability Models for Deep Image Compression CVPR code 36
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation CVPR code 35
Rotation-Sensitive Regression for Oriented Scene Text Detection CVPR code 33
Residual Dense Network for Image Super-Resolution CVPR code 33
Learning Less Is More - 6D Camera Localization via 3D Surface Regression CVPR code 32
Robust Classification With Convolutional Prototype Learning CVPR code 32
Actor and Observer: Joint Modeling of First and Third-Person Videos CVPR code 31
Surface Networks CVPR code 31
Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation CVPR code 30
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis CVPR code 29
RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials CVPR code 29
Few-Shot Image Recognition by Predicting Parameters From Activations CVPR code 28
Deflecting Adversarial Attacks With Pixel Deflection CVPR code 27
Gated Fusion Network for Single Image Dehazing CVPR code 27
TOM-Net: Learning Transparent Object Matting From a Single Image CVPR code 25
Cascade R-CNN: Delving Into High Quality Object Detection CVPR code 25
Recurrent Scene Parsing With Perspective Understanding in the Loop CVPR code 25
Frame-Recurrent Video Super-Resolution CVPR code 24
Generative Adversarial Perturbations CVPR code 24
On the Robustness of Semantic Segmentation Models to Adversarial Attacks CVPR code 23
Controllable Video Generation With Sparse Trajectories CVPR code 23
Image Correction via Deep Reciprocating HDR Transformation CVPR code 23
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise CVPR code 23
Left-Right Comparative Recurrent Model for Stereo Matching CVPR code 23
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing CVPR code 23
A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation CVPR code 23
Dynamic Video Segmentation Network CVPR code 23
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding CVPR code 23
Fully Convolutional Adaptation Networks for Semantic Segmentation CVPR code 23
Robust Depth Estimation From Auto Bracketed Images CVPR code 23
Multi-Agent Diverse Generative Adversarial Networks CVPR code 23
Discovering Point Lights With Intensity Distance Fields CVPR code 23
Human-Centric Indoor Scene Synthesis Using Stochastic Grammar CVPR code 23
Context Encoding for Semantic Segmentation CVPR code 23
Reflection Removal for Large-Scale 3D Point Clouds CVPR code 23
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation CVPR code 23
Monocular Relative Depth Perception With Web Stereo Data Supervision CVPR code 23
Geometry-Aware Deep Network for Single-Image Novel View Synthesis CVPR code 23
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation CVPR code 23
Unsupervised Deep Generative Adversarial Hashing Network CVPR code 23
CRRN: Multi-Scale Guided Concurrent Reflection Removal Network CVPR code 23
Aperture Supervision for Monocular Depth Estimation CVPR code 23
TextureGAN: Controlling Deep Image Synthesis With Texture Patches CVPR code 23
Single Image Reflection Separation With Perceptual Losses CVPR code 23
Occlusion Aware Unsupervised Learning of Optical Flow CVPR code 23
SGAN: An Alternative Training of Generative Adversarial Networks CVPR code 23
SeGAN: Segmenting and Generating the Invisible CVPR code 23
Single-Image Depth Estimation Based on Fourier Domain Analysis CVPR code 23
Interpretable Convolutional Neural Networks CVPR code 22
Deep Texture Manifold for Ground Terrain Recognition CVPR code 22
Human Semantic Parsing for Person Re-Identification CVPR code 21
Learning to Evaluate Image Captioning CVPR code 20
Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer CVPR code 20
Tangent Convolutions for Dense Prediction in 3D CVPR code 19
Learning Convolutional Networks for Content-Weighted Image Compression CVPR code 19
Conditional Image-to-Image Translation CVPR code 19
Revisiting Video Saliency: A Large-Scale Benchmark and a New Model CVPR code 19
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR code 19
Eye In-Painting With Exemplar Generative Adversarial Networks CVPR code 18
Visual Question Generation as Dual Task of Visual Question Answering CVPR code 18
IQA: Visual Question Answering in Interactive Environments CVPR code 18
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR code 18
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation CVPR code 18
Partial Transfer Learning With Selective Adversarial Networks CVPR code 18
Between-Class Learning for Image Classification CVPR code 17
CSGNet: Neural Shape Parser for Constructive Solid Geometry CVPR code 17
Learning to Promote Saliency Detectors CVPR code 17
Exploring Disentangled Feature Representation Beyond Face Identification CVPR code 17
Graph-Cut RANSAC CVPR code 17
CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation CVPR code 17
Im2Flow: Motion Hallucination From Static Images for Action Recognition CVPR code 15
A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts CVPR code 15
LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR code 15
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR code 15
Matching Adversarial Networks CVPR code 15
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR code 15
Visual Question Reasoning on General Dependency Tree CVPR code 15
FOTS: Fast Oriented Text Spotting With a Unified Network CVPR code 15
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation CVPR code 15
Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints CVPR code 14
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images CVPR code 14
Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification CVPR code 14
SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks CVPR code 14
Learning Generative ConvNets via Multi-Grid Modeling and Sampling CVPR code 14
Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR code 14
Revisiting Deep Intrinsic Image Decompositions CVPR code 14
Adversarially Learned One-Class Classifier for Novelty Detection CVPR code 13
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning CVPR code 13
Cross-Modal Deep Variational Hand Pose Estimation CVPR code 13
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering CVPR code 13
Gesture Recognition: Focus on the Hands CVPR code 12
Who Let the Dogs Out? Modeling Dog Behavior From Visual Data CVPR code 12
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis CVPR code 12
Crowd Counting With Deep Negative Correlation Learning CVPR code 12
PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference CVPR code 12
Multi-Scale Weighted Nuclear Norm Image Restoration CVPR code 12
Convolutional Image Captioning CVPR code 11
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively CVPR code 11
NAG: Network for Adversary Generation CVPR code 11
Convolutional Sequence to Sequence Model for Human Dynamics CVPR code 11
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning CVPR code 10
Joint Optimization Framework for Learning With Noisy Labels CVPR code 10
Learning 3D Shape Completion From Laser Scan Data With Weak Supervision CVPR code 10
Fast Video Object Segmentation by Reference-Guided Mask Propagation CVPR code 10
Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points CVPR code 10
Face Aging With Identity-Preserved Conditional Generative Adversarial Networks CVPR code 10
PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection CVPR code 9
Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR code 9
Deep Diffeomorphic Transformer Networks CVPR code 9
Neural Sign Language Translation CVPR code 9
Learning to Understand Image Blur CVPR code 9
Learning Transferable Architectures for Scalable Image Recognition CVPR code 9
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing CVPR code 9
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies CVPR code 9
Excitation Backprop for RNNs CVPR code 8
Grounding Referring Expressions in Images by Variational Context CVPR code 8
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR code 8
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR code 8
Min-Entropy Latent Model for Weakly Supervised Object Detection CVPR code 8
Hashing as Tie-Aware Learning to Rank CVPR code 8
Learning Rich Features for Image Manipulation Detection CVPR code 8
Joint Pose and Expression Modeling for Facial Expression Recognition CVPR code 8
Boosting Domain Adaptation by Discovering Latent Domains CVPR code 8
Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation CVPR code 7
Low-Shot Learning With Large-Scale Diffusion CVPR code 7
Adversarial Complementary Learning for Weakly Supervised Object Localization CVPR code 7
AMNet: Memorability Estimation With Attention CVPR code 7
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization CVPR code 7
Learning a Discriminative Feature Network for Semantic Segmentation CVPR code 7
Future Person Localization in First-Person Videos CVPR code 7
Cross-View Image Synthesis Using Conditional GANs CVPR code 7
Mask-Guided Contrastive Attention Model for Person Re-Identification CVPR code 6
Deep Learning Under Privileged Information Using Heteroscedastic Dropout CVPR code 6
Collaborative and Adversarial Network for Unsupervised Domain Adaptation CVPR code 6
Hierarchical Novelty Detection for Visual Object Recognition CVPR code 6
A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos CVPR code 6
Salient Object Detection Driven by Fixation Prediction CVPR code 6
Arbitrary Style Transfer With Deep Feature Reshuffle CVPR code 6
Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery CVPR code 6
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR code 5
A Two-Step Disentanglement Method CVPR code 5
Dynamic-Structured Semantic Propagation Network CVPR code 5
Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras CVPR code 5
Variational Autoencoders for Deforming 3D Mesh Models CVPR code 5
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering CVPR code 5
Towards Open-Set Identity Preserving Face Synthesis CVPR code 5
Learning by Asking Questions CVPR code 5
AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks CVPR code 4
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering CVPR code 4
AON: Towards Arbitrarily-Oriented Text Recognition CVPR code 4
Generative Adversarial Learning Towards Fast Weakly Supervised Detection CVPR code 4
Learning and Using the Arrow of Time CVPR code 4
DVQA: Understanding Data Visualizations via Question Answering CVPR code 4
Learning Superpixels With Segmentation-Aware Affinity Loss CVPR code 4
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering CVPR code 4
Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition CVPR code 4
Learning Dual Convolutional Neural Networks for Low-Level Vision CVPR code 3
Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence CVPR code 3
Spatially-Adaptive Filter Units for Deep Neural Networks CVPR code 3
Real-World Anomaly Detection in Surveillance Videos CVPR code 3
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification CVPR code 3
Geometry-Aware Scene Text Detection With Instance Transformation Network CVPR code 3
Semantic Video Segmentation by Gated Recurrent Flow Propagation CVPR code 3
HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN CVPR code 3
Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction CVPR code 3
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR code 3
Robust Physical-World Attacks on Deep Learning Visual Classification CVPR code 3
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images CVPR code 3
Low-Shot Learning With Imprinted Weights CVPR code 3
Gaze Prediction in Dynamic 360° Immersive Videos CVPR code 2
Progressive Attention Guided Recurrent Network for Salient Object Detection CVPR code 2
Learning to Localize Sound Source in Visual Scenes CVPR code 2
Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks CVPR code 2
A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos CVPR code 2
Disentangling Factors of Variation by Mixing Them CVPR 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
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs CVPR code 2
Learning Answer Embeddings for Visual Question Answering CVPR code 2
CartoonGAN: Generative Adversarial Networks for Photo Cartoonization CVPR code 1
Bidirectional Retrieval Made Simple CVPR code 1
Human Pose Estimation With Parsing Induced Learner CVPR code 1
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation CVPR code 1
Context-Aware Synthesis for Video Frame Interpolation CVPR code 1
A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping CVPR code 1
Multispectral Image Intrinsic Decomposition via Subspace Constraint CVPR code 1
Learning Face Age Progression: A Pyramid Architecture of GANs CVPR code 1
Functional Map of the World CVPR code 1
Coupled End-to-End Transfer Learning With Generalized Fisher Information CVPR code 1
End-to-End Flow Correlation Tracking With Spatial-Temporal Attention CVPR code 1
Defense Against Universal Adversarial Perturbations CVPR code 1
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric CVPR code 1

2017

Title Conf Code Stars
Bridging the Gap Between Value and Policy Based Reinforcement Learning NIPS code 40938
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models NIPS code 40938
LightGBM: A Highly Efficient Gradient Boosting Decision Tree NIPS code 6412
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation NIPS code 5224
Attention is All you Need NIPS code 4910
A Unified Approach to Interpreting Model Predictions NIPS code 1980
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games NIPS code 1754
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events NIPS code 1754
Improved Training of Wasserstein GANs NIPS code 1253
Unsupervised Image-to-Image Translation Networks NIPS code 1050
Bayesian GAN NIPS code 923
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes NIPS code 821
Toward Multimodal Image-to-Image Translation NIPS code 676
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space NIPS code 563
Learning Disentangled Representations with Semi-Supervised Deep Generative Models NIPS code 475
Dual Path Networks NIPS code 408
Inductive Representation Learning on Large Graphs NIPS code 366
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results NIPS code 347
Deep Lattice Networks and Partial Monotonic Functions NIPS code 317
Universal Style Transfer via Feature Transforms NIPS code 305
Dilated Recurrent Neural Networks NIPS code 265
Style Transfer from Non-Parallel Text by Cross-Alignment NIPS code 243
The Reversible Residual Network: Backpropagation Without Storing Activations NIPS code 190
Prototypical Networks for Few-shot Learning NIPS code 182
OnACID: Online Analysis of Calcium Imaging Data in Real Time NIPS code 164
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium NIPS code 150
Language Modeling with Recurrent Highway Hypernetworks NIPS code 140
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning NIPS code 136
Learning Multiple Tasks with Multilinear Relationship Networks NIPS code 131
Triple Generative Adversarial Nets NIPS code 129
One-Sided Unsupervised Domain Mapping NIPS code 124
Gradient Episodic Memory for Continual Learning NIPS code 121
Value Prediction Network NIPS code 114
Hierarchical Attentive Recurrent Tracking NIPS code 113
Bayesian Compression for Deep Learning NIPS code 111
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model NIPS code 109
Good Semi-supervised Learning That Requires a Bad GAN NIPS code 107
Learning a Multi-View Stereo Machine NIPS code 107
Concrete Dropout NIPS code 105
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NIPS code 104
Bayesian Optimization with Gradients NIPS code 98
Train longer, generalize better: closing the generalization gap in large batch training of neural networks NIPS code 98
Deep Hyperspherical Learning NIPS code 97
Task-based End-to-end Model Learning in Stochastic Optimization NIPS code 88
Learning to Compose Domain-Specific Transformations for Data Augmentation NIPS code 86
Working hard to know your neighbor's margins: Local descriptor learning loss NIPS code 85
Fast-Slow Recurrent Neural Networks NIPS code 83
Learning Combinatorial Optimization Algorithms over Graphs NIPS code 80
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model NIPS code 78
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search NIPS code 77
A-NICE-MC: Adversarial Training for MCMC NIPS code 74
MMD GAN: Towards Deeper Understanding of Moment Matching Network NIPS code 71
Causal Effect Inference with Deep Latent-Variable Models NIPS code 70
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NIPS code 67
Positive-Unlabeled Learning with Non-Negative Risk Estimator NIPS code 67
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NIPS code 61
Training Deep Networks without Learning Rates Through Coin Betting NIPS code 59
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching NIPS code 58
AdaGAN: Boosting Generative Models NIPS code 57
Convolutional Gaussian Processes NIPS code 57
On-the-fly Operation Batching in Dynamic Computation Graphs NIPS code 53
Doubly Stochastic Variational Inference for Deep Gaussian Processes NIPS code 53
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee NIPS code 50
Deep Subspace Clustering Networks NIPS code 50
Triangle Generative Adversarial Networks NIPS code 47
Differentiable Learning of Logical Rules for Knowledge Base Reasoning NIPS code 44
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
Neural Expectation Maximization NIPS code 40
Modulating early visual processing by language NIPS code 39
Hybrid Reward Architecture for Reinforcement Learning NIPS code 38
Learned D-AMP: Principled Neural Network based Compressive Image Recovery NIPS code 38
Stabilizing Training of Generative Adversarial Networks through Regularization NIPS code 38
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network NIPS code 38
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NIPS code 38
A Linear-Time Kernel Goodness-of-Fit Test NIPS code 35
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions NIPS code 35
Masked Autoregressive Flow for Density Estimation NIPS code 33
Real Time Image Saliency for Black Box Classifiers NIPS code 32
Structured Embedding Models for Grouped Data NIPS code 31
Safe Model-based Reinforcement Learning with Stability Guarantees NIPS code 29
Unsupervised Learning of Disentangled Representations from Video NIPS code 27
QMDP-Net: Deep Learning for Planning under Partial Observability NIPS code 27
GP CaKe: Effective brain connectivity with causal kernels NIPS code 27
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure NIPS code 25
Learning Active Learning from Data NIPS code 25
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon NIPS code 24
Reducing Reparameterization Gradient Variance NIPS code 22
Contrastive Learning for Image Captioning NIPS code 21
Joint distribution optimal transportation for domain adaptation NIPS code 21
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net NIPS code 21
YASS: Yet Another Spike Sorter NIPS code 21
Hash Embeddings for Efficient Word Representations NIPS code 21
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering NIPS code 20
Deep Mean-Shift Priors for Image Restoration NIPS code 20
The Numerics of GANs NIPS code 19
Learning to Pivot with Adversarial Networks NIPS code 19
Context Selection for Embedding Models NIPS code 18
Structured Generative Adversarial Networks NIPS code 17
Dual Discriminator Generative Adversarial Nets NIPS code 17
A Bayesian Data Augmentation Approach for Learning Deep Models NIPS code 17
FALKON: An Optimal Large Scale Kernel Method NIPS code 16
Neural system identification for large populations separating “what” and “where” NIPS code 16
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations NIPS code 15
Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM NIPS code 14
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NIPS code 14
Label Distribution Learning Forests NIPS code 14
Few-Shot Learning Through an Information Retrieval Lens NIPS code 14
Shallow Updates for Deep Reinforcement Learning NIPS code 14
Estimating Mutual Information for Discrete-Continuous Mixtures NIPS code 14
Deep Learning with Topological Signatures NIPS code 14
DropoutNet: Addressing Cold Start in Recommender Systems NIPS code 13
Off-policy evaluation for slate recommendation NIPS code 13
Learning Spherical Convolution for Fast Features from 360° Imagery NIPS code 13
Deep Supervised Discrete Hashing NIPS code 12
Streaming Sparse Gaussian Process Approximations NIPS code 12
Federated Multi-Task Learning NIPS code 11
Spherical convolutions and their application in molecular modelling NIPS code 11
On Fairness and Calibration NIPS code 11
Multi-Information Source Optimization NIPS code 11
Predictive State Recurrent Neural Networks NIPS code 11
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach NIPS code 10
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification NIPS code 10
Scalable Log Determinants for Gaussian Process Kernel Learning NIPS code 10
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs NIPS code 10
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization NIPS code 9
Do Deep Neural Networks Suffer from Crowding? NIPS code 9
Practical Data-Dependent Metric Compression with Provable Guarantees NIPS code 9
Gradient descent GAN optimization is locally stable NIPS code 9
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NIPS code 9
High-Order Attention Models for Visual Question Answering NIPS code 9
Cost efficient gradient boosting NIPS code 8
f-GANs in an Information Geometric Nutshell NIPS code 8
Fisher GAN NIPS code 8
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models NIPS code 8
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation NIPS code 8
Affinity Clustering: Hierarchical Clustering at Scale NIPS code 8
Online multiclass boosting NIPS code 7
Model-Powered Conditional Independence Test NIPS code 6
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction NIPS code 6
Tensor Biclustering NIPS code 6
Optimized Pre-Processing for Discrimination Prevention NIPS code 6
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems NIPS code 6
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains NIPS code 6
Riemannian approach to batch normalization NIPS code 5
K-Medoids For K-Means Seeding NIPS code 5
Recursive Sampling for the Nystrom Method NIPS code 5
Testing and Learning on Distributions with Symmetric Noise Invariance NIPS code 5
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features NIPS code 5
Diving into the shallows: a computational perspective on large-scale shallow learning NIPS code 5
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition NIPS code 5
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference NIPS code 5
Differentially private Bayesian learning on distributed data NIPS code 4
Sparse convolutional coding for neuronal assembly detection NIPS code 4
Conic Scan-and-Cover algorithms for nonparametric topic modeling NIPS code 4
From Bayesian Sparsity to Gated Recurrent Nets NIPS code 4
Question Asking as Program Generation NIPS 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
Deep Recurrent Neural Network-Based Identification of Precursor microRNAs NIPS code 3
Multi-way Interacting Regression via Factorization Machines 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
Compatible Reward Inverse Reinforcement Learning NIPS code 3
A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control NIPS code 3
Non-monotone Continuous DR-submodular Maximization: Structure and Algorithms NIPS code 3
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs NIPS code 3
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval NIPS code 2
Adversarial Surrogate Losses for Ordinal Regression NIPS code 2
On Structured Prediction Theory with Calibrated Convex Surrogate Losses NIPS code 2
Multi-Task Learning for Contextual Bandits NIPS code 2
AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms NIPS code 2
Scalable Levy Process Priors for Spectral Kernel Learning NIPS code 2
Permutation-based Causal Inference Algorithms with Interventions NIPS code 1
Fitting Low-Rank Tensors in Constant Time NIPS code 1
Generative Local Metric Learning for Kernel Regression NIPS code 1
The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities NIPS code 1
Matrix Norm Estimation from a Few Entries NIPS code 1
Inhomogeneous Hypergraph Clustering with Applications NIPS code 1
Discovering Potential Correlations via Hypercontractivity NIPS code 1
On clustering network-valued data NIPS code 1
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems NIPS code 1

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