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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Dynamic Graph Message Passing Networks CVPR 2020
CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries CVPR 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction CVPR 2020
Q. Can Knowledge Graphs be used to Answer Boolean Questions? A. It’s complicated! EMNLP 2020
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ACL 2020
Rotation Equivariant Graph Convolutional Network for Spherical Image Classification CVPR 2020
Graph-Based Knowledge Integration for Question Answering over Dialogue COLING 2020
Learning 3D Semantic Scene Graphs From 3D Indoor Reconstructions CVPR 2020
ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding ACL 2020
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL 2020
Bridging the Structural Gap Between Encoding and Decoding for Data-To-Text Generation ACL 2020
Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks ACL 2020
Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks ACL 2020
DRTS Parsing with Structure-Aware Encoding and Decoding ACL 2020
GSM: Graph Similarity Model for Multi-Object Tracking IJCAI 2020
Adaptive Interaction Modeling via Graph Operations Search CVPR 2020
Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction CVPR 2020
Composing Good Shots by Exploiting Mutual Relations CVPR 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition CVPR 2020
Recursive Social Behavior Graph for Trajectory Prediction CVPR 2020
GPS-Net: Graph Property Sensing Network for Scene Graph Generation CVPR 2020
A Hierarchical Graph Network for 3D Object Detection on Point Clouds CVPR 2020
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks AAAI 2020
Bipartite Flat-Graph Network for Nested Named Entity Recognition ACL 2020
Neural Reranking for Dependency Parsing: An Evaluation ACL 2020