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Graph Neural Networks

4,495 papers

Papers per year

Papers

IntentVizor: Towards Generic Query Guided Interactive Video Summarization CVPR 2022
Adaptive Trajectory Prediction via Transferable GNN CVPR 2022
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction CVPR 2022
SIGMA: Semantic-Complete Graph Matching for Domain Adaptive Object Detection CVPR 2022
GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction With Relational Reasoning CVPR 2022
HL-Net: Heterophily Learning Network for Scene Graph Generation CVPR 2022
Lifelong Graph Learning CVPR 2022
GraFormer: Graph-Oriented Transformer for 3D Pose Estimation CVPR 2022
Neural Collaborative Graph Machines for Table Structure Recognition CVPR 2022
"The Pedestrian Next to the Lamppost" Adaptive Object Graphs for Better Instantaneous Mapping CVPR 2022
Learning Semantic Associations for Mirror Detection CVPR 2022
SGTR: End-to-End Scene Graph Generation With Transformer CVPR 2022
PolyWorld: Polygonal Building Extraction With Graph Neural Networks in Satellite Images CVPR 2022
GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings CVPR 2022
ClusterGNN: Cluster-Based Coarse-To-Fine Graph Neural Network for Efficient Feature Matching CVPR 2022
Segment-Fusion: Hierarchical Context Fusion for Robust 3D Semantic Segmentation CVPR 2022
Self-Supervised Learning of Visual Graph Matching ECCV 2022
Graph-based Model Generation for Few-Shot Relation Extraction EMNLP 2022
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs EMNLP 2022
A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing EMNLP 2022
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging EMNLP 2022
SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser EMNLP 2022
Open-Topic False Information Detection on Social Networks with Contrastive Adversarial Learning EMNLP 2022
A Joint Learning Framework for Restaurant Survival Prediction and Explanation EMNLP 2022
Scientific Paper Extractive Summarization Enhanced by Citation Graphs EMNLP 2022