- L^2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks
- Distribution-induced Bidirectional Generative Adversarial Network for Graph Representation Learning
- Shoestring: Graph-Based Semi-Supervised Learning with Severely Limited Labeled Data
- Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions
- DPGN: Distribution Propagation Graph Network for Few-shot Learning
- Two-Stage Peer-Regularized Feature Recombination for Arbitrary Image Style Transfer
- Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning
- Rotation Equivariant Graph Convolutional Network for Spherical Image Classification
- DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes
- Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene Graphs
- Semantic Image Manipulation Using Scene Graphs
- Learning 3D Semantic Scene Graphs from 3D Indoor Reconstructions
- Weakly Supervised Visual Semantic Parsing
- End-to-End Optimization of Scene Layout
- GPS-Net: Graph Property Sensing Network for Scene Graph Generation
- Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text
- Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection
- Graph Structured Network for Image-Text Matching
- Iterative Context-Aware Graph Inference for Visual Dialog
- Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning
- Object Relational Graph with Teacher-Recommended Learning for Video Captioning
- Spatio-Temporal Graph for Video Captioning with Knowledge Distillation
- Distillating Knowledge from Graph Convolutional Networks
- Density-Aware Graph for Deep Semi-Supervised Visual Recognition
- Hierarchical Graph Attention Network for Visual Relationship Detection
- Affinity Graph Supervision for Visual Recognition
- Cross-domain Detection via Graph-induced Prototype Alignment
- Adaptive Graph Convolutional Network with Attention Graph Clustering for Co-saliency Detection
- Learning Combinatorial Solver for Graph Matching
- Visual-Semantic Matching by Exploring High-Order Attention and Distraction
- SuperGlue: Learning Feature Matching with Graph Neural Networks
- G-TAD: Sub-Graph Localization for Temporal Action Detection
- Progressive Relation Learning for Group Activity Recognition
- LiDAR-based Online 3D Video Object Detection with Graph-based Message Passing and Spatiotemporal Transformer Attention
- Improving Action Segmentation via Graph Based Temporal Reasoning
- Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences
- Adaptive Interaction Modeling via Graph Operations Search
- SGAS: Sequential Greedy Architecture Search
- A Semi-Supervised Assessor of Neural Architectures
- Graph-guided Architecture Search for Real-time Semantic Segmentation
- Bidirectional Graph Reasoning Network for Panoptic Segmentation
- Spatial Pyramid Based Graph Reasoning for Semantic Segmentation
- 3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation
- Learning Visual Motion Segmentation Using Event Surfaces
- SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel
- Adaptive Hierarchical Down-Sampling for Point Cloud Classification
- GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-wise Transformations
- Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud
- Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis
- Grid-GCN for Fast and Scalable Point Cloud Learning
- A Hierarchical Graph Network for 3D Object Detection on Point Clouds
- GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking With 2D-3D Multi-Feature Learning
- Learning a Neural Solver for Multiple Object Tracking
- Collaborative Motion Prediction via Neural Motion Message Passing
- Learning Dynamic Relationships for 3D Human Motion Prediction
- Context-Aware Human Motion Prediction
- Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction
- Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition
- Skeleton-Based Action Recognition With Shift Graph Convolutional Network
- Context Aware Graph Convolution for Skeleton-Based Action Recognition
- Hierarchical Human Parsing with Typed Part-Relation Reasoning
- VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions
- VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation
- Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction
- Global-Local GCN: Large-Scale Label Noise Cleansing for Face Recognition
- Learning to Cluster Faces via Confidence and Connectivity Estimation
- Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction
- Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks
- HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation
- Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild
- Graph Embedded Pose Clustering for Anomaly Detection
- Learning to Dress 3D People in Generative Clothing
- High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification
- Spatial-Temporal Graph Convolutional Network for Video-Based Person Re-Identification
- Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification
- Hypergraph Attention Networks for Multimodal Learning
- View-GCN: View-Based Graph Convolutional Network for 3D Shape Analysis
- Learning Multi-View Camera Relocalization With Graph Neural Networks
- CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries
- Cross-View Correspondence Reasoning Based on Bipartite Graph Convolutional Network for Mammogram Mass Detection
- Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution
- Intelligent Home 3D: Automatic 3D-House Design From Linguistic Descriptions Only
- Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction
- Geometrically Principled Connections in Graph Neural Networks
- Deep Grouping Model for Unified Perceptual Parsing
- Probabilistic Structural Latent Representation for Unsupervised Embedding
- Auto-Encoding Twin-Bottleneck Hashing
- Composing Good Shots by Exploiting Mutual Relations
- Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning?