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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Towards High-Fidelity 3D Face Reconstruction From In-the-Wild Images Using Graph Convolutional Networks CVPR 2020
SuperGlue: Learning Feature Matching With Graph Neural Networks CVPR 2020
GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-Wise Transformations CVPR 2020
Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis AACL 2020
Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training AACL 2020
High-order Refining for End-to-end Chinese Semantic Role Labeling AACL 2020
Chinese Grammatical Error Diagnosis with Graph Convolution Network and Multi-task Learning AACL 2020
View-GCN: View-Based Graph Convolutional Network for 3D Shape Analysis CVPR 2020
A Quantum Computational Approach to Correspondence Problems on Point Sets CVPR 2020
3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance Segmentation CVPR 2020
Global-Local GCN: Large-Scale Label Noise Cleansing for Face Recognition CVPR 2020
GAR: Graph Assisted Reasoning for Object Detection WACV 2020
Global Context Reasoning for Semantic Segmentation of 3D Point Clouds WACV 2020
Graph Homomorphism Convolution ICML 2020
Heterogeneous Network Representation Learning IJCAI 2020
Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks AAAI 2020
Shape-Oriented Convolution Neural Network for Point Cloud Analysis AAAI 2020
Multi-Label Classification with Label Graph Superimposing AAAI 2020
Hybrid Graph Neural Networks for Crowd Counting AAAI 2020
NENN: Incorporate Node and Edge Features in Graph Neural Networks ACML 2020
A Novel Higher-order Weisfeiler-Lehman Graph Convolution ACML 2020
Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification AISTATS 2020
Permutation Invariant Graph Generation via Score-Based Generative Modeling AISTATS 2020
Learning Dynamic Context Graph Embedding ACML 2020
Network Representation Learning Algorithm Based on Neighborhood Influence Sequence ACML 2020