← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering ICCV 2021
GTT-Net: Learned Generalized Trajectory Triangulation ICCV 2021
End-to-End Video Instance Segmentation via Spatial-Temporal Graph Neural Networks ICCV 2021
ODAM: Object Detection, Association, and Mapping Using Posed RGB Video ICCV 2021
Video Self-Stitching Graph Network for Temporal Action Localization ICCV 2021
Multi-Echo LiDAR for 3D Object Detection ICCV 2021
Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation ICCV 2021
Graph-Based Asynchronous Event Processing for Rapid Object Recognition ICCV 2021
PoGO-Net: Pose Graph Optimization With Graph Neural Networks ICCV 2021
Transformer-Based Dual Relation Graph for Multi-Label Image Recognition ICCV 2021
Channel-Wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition ICCV 2021
Visual Scene Graphs for Audio Source Separation ICCV 2021
Persistent Homology Based Graph Convolution Network for Fine-Grained 3D Shape Segmentation ICCV 2021
Keypoint Communities ICCV 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines ICCV 2021
NGC: A Unified Framework for Learning With Open-World Noisy Data ICCV 2021
Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction ICCV 2021
Semi-Supervised Joint Estimation of Word and Document Readability NAACL 2021
GTN-ED: Event Detection Using Graph Transformer Networks NAACL 2021
Structural Realization with GGNNs NAACL 2021
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification NAACL 2021
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset NAACL 2021
GENE: Global Event Network Embedding NAACL 2021
Hierarchical Graph Convolutional Networks for Jointly Resolving Cross-document Coreference of Entity and Event Mentions NAACL 2021
Entity Prediction in Knowledge Graphs with Joint Embeddings NAACL 2021