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Graph Neural Networks

4,495 papers

Papers per year

Papers

From Node To Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection WACV 2022
Post-OCR Paragraph Recognition by Graph Convolutional Networks WACV 2022
Single-Shot Dense Active Stereo With Pixel-Wise Phase Estimation Based on Grid-Structure Using CNN and Correspondence Estimation Using GCN WACV 2022
GraDual: Graph-Based Dual-Modal Representation for Image-Text Matching WACV 2022
AttWalk: Attentive Cross-Walks for Deep Mesh Analysis WACV 2022
RGL-NET: A Recurrent Graph Learning Framework for Progressive Part Assembly WACV 2022
Sign Language Translation With Hierarchical Spatio-Temporal Graph Neural Network WACV 2022
3D Modeling Beneath Ground: Plant Root Detection and Reconstruction Based on Ground-Penetrating Radar WACV 2022
Creating and Reenacting Controllable 3D Humans With Differentiable Rendering WACV 2022
StickyLocalization: Robust End-to-End Relocalization on Point Clouds Using Graph Neural Networks WACV 2022
Multi-Task Classification of Sewer Pipe Defects and Properties Using a Cross-Task Graph Neural Network Decoder WACV 2022
MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution WACV 2022
From Canonical Correlation Analysis to Self-supervised Graph Neural Networks NIPS 2021
Subgroup Generalization and Fairness of Graph Neural Networks NIPS 2021
Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters NIPS 2021
Systematic Generalization with Edge Transformers NIPS 2021
Beltrami Flow and Neural Diffusion on Graphs NIPS 2021
Reconstruction for Powerful Graph Representations NIPS 2021
Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization NIPS 2021
INDIGO: GNN-Based Inductive Knowledge Graph Completion Using Pair-Wise Encoding NIPS 2021
Multi-view Contrastive Graph Clustering NIPS 2021
Representation Learning on Spatial Networks NIPS 2021
Automatic Symmetry Discovery with Lie Algebra Convolutional Network NIPS 2021
Weisfeiler and Lehman Go Cellular: CW Networks NIPS 2021
Learning Conjoint Attentions for Graph Neural Nets NIPS 2021