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Graph Neural Networks

4,495 papers

Papers per year

Papers

MongeNet: Efficient Sampler for Geometric Deep Learning CVPR 2021
Plan2Scene: Converting Floorplans to 3D Scenes CVPR 2021
Bi-GCN: Binary Graph Convolutional Network CVPR 2021
Hybrid Message Passing With Performance-Driven Structures for Facial Action Unit Detection CVPR 2021
Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation CVPR 2021
Graph-Based High-Order Relation Modeling for Long-Term Action Recognition CVPR 2021
NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go CVPR 2021
UV-Net: Learning From Boundary Representations CVPR 2021
Fusing the Old with the New: Learning Relative Camera Pose with Geometry-Guided Uncertainty CVPR 2021
Neural Deformation Graphs for Globally-Consistent Non-Rigid Reconstruction CVPR 2021
3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management CVPR 2021
DyGLIP: A Dynamic Graph Model With Link Prediction for Accurate Multi-Camera Multiple Object Tracking CVPR 2021
Equivariant Point Network for 3D Point Cloud Analysis CVPR 2021
Learning Graph Embeddings for Compositional Zero-Shot Learning CVPR 2021
Multi-Modal Relational Graph for Cross-Modal Video Moment Retrieval CVPR 2021
Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis CVPR 2021
Representing Videos As Discriminative Sub-Graphs for Action Recognition CVPR 2021
Bridge To Answer: Structure-Aware Graph Interaction Network for Video Question Answering CVPR 2021
StickyPillars: Robust and Efficient Feature Matching on Point Clouds Using Graph Neural Networks CVPR 2021
FS-Net: Fast Shape-Based Network for Category-Level 6D Object Pose Estimation With Decoupled Rotation Mechanism CVPR 2021
Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking CVPR 2021
Deep Active Surface Models CVPR 2021
Scene Essence CVPR 2021
Towards Accurate 3D Human Motion Prediction From Incomplete Observations CVPR 2021
Graph Attention Tracking CVPR 2021