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Machine learning papers with related code and data for easy reference

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Machine learning papers with related code and data for easy reference ...

Table

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

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