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Graph Neural Networks

4,495 papers

Papers per year

Papers

In-game Residential Home Planning via Visual Context-aware Global Relation Learning AAAI 2021
RNA Secondary Structure Representation Network for RNA-proteins Binding Prediction AAAI 2021
Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach AAAI 2021
GTA: Graph Truncated Attention for Retrosynthesis AAAI 2021
Disentangled Multi-Relational Graph Convolutional Network for Pedestrian Trajectory Prediction AAAI 2021
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition AAAI 2021
Similarity Reasoning and Filtration for Image-Text Matching AAAI 2021
Rain Streak Removal via Dual Graph Convolutional Network AAAI 2021
Learning Local Neighboring Structure for Robust 3D Shape Representation AAAI 2021
Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers AAAI 2021
Interpretable Graph Capsule Networks for Object Recognition AAAI 2021
Text-Guided Graph Neural Networks for Referring 3D Instance Segmentation AAAI 2021
Context-Aware Graph Convolution Network for Target Re-identification AAAI 2021
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation AAAI 2021
Learning Hybrid Relationships for Person Re-identification AAAI 2021
DeepDT: Learning Geometry From Delaunay Triangulation for Surface Reconstruction AAAI 2021
CARPe Posterum: A Convolutional Approach for Real-Time Pedestrian Path Prediction AAAI 2021
Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval AAAI 2021
Temporal Relational Modeling with Self-Supervision for Action Segmentation AAAI 2021
Very Important Person Localization in Unconstrained Conditions: A New Benchmark AAAI 2021
Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition AAAI 2021
Anticipating Future Relations via Graph Growing for Action Prediction AAAI 2021
Consensus Graph Representation Learning for Better Grounded Image Captioning AAAI 2021
PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection AAAI 2021
IA-GM: A Deep Bidirectional Learning Method for Graph Matching AAAI 2021