← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

DSC IIT-ISM at SemEval-2020 Task 6: Boosting BERT with Dependencies for Definition Extraction SEMEVAL 2020
PGL at TextGraphs 2020 Shared Task: Explanation Regeneration using Language and Graph Learning Methods COLING 2020
Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval WACV 2020
Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison WACV 2020
Graph Networks for Multiple Object Tracking WACV 2020
Weakly Supervised Graph Convolutional Neural Network for Human Action Localization WACV 2020
Long-Short Graph Memory Network for Skeleton-based Action Recognition WACV 2020
Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks WACV 2020
Global Co-occurrence Feature Learning and Active Coordinate System Conversion for Skeleton-based Action Recognition WACV 2020
Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation WACV 2020
Uncertainty-based Graph Convolutional Networks for Organ Segmentation Refinement MIDL 2020
Haar Graph Pooling ICML 2020
L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks CVPR 2020
Dynamic Neural Relational Inference CVPR 2020
DPGN: Distribution Propagation Graph Network for Few-Shot Learning CVPR 2020
Geometrically Principled Connections in Graph Neural Networks CVPR 2020
Deep Iterative Surface Normal Estimation CVPR 2020
Music Gesture for Visual Sound Separation CVPR 2020
Hierarchical Graph Attention Network for Visual Relationship Detection CVPR 2020
Context-Aware Human Motion Prediction CVPR 2020
Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds CVPR 2020
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations AAAI 2020
Distilling Knowledge From Graph Convolutional Networks CVPR 2020
Affinity Graph Supervision for Visual Recognition CVPR 2020
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking With 2D-3D Multi-Feature Learning CVPR 2020