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Graph Neural Networks

4,495 papers

Papers per year

Papers

SSL-Lanes: Self-Supervised Learning for Motion Forecasting in Autonomous Driving CORL 2022
Keypoint Message Passing for Video-Based Person Re-identification AAAI 2022
SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds AAAI 2022
Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition AAAI 2022
H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis AAAI 2022
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition AAAI 2022
Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds AAAI 2022
Learning Optical Flow with Adaptive Graph Reasoning AAAI 2022
Graph-Based Point Tracker for 3D Object Tracking in Point Clouds AAAI 2022
Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations AAAI 2022
Learning to Detect 3D Facial Landmarks via Heatmap Regression with Graph Convolutional Network AAAI 2022
Adaptive Hypergraph Neural Network for Multi-Person Pose Estimation AAAI 2022
ACGNet: Action Complement Graph Network for Weakly-Supervised Temporal Action Localization AAAI 2022
Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections AAAI 2022
Hybrid Graph Neural Networks for Few-Shot Learning AAAI 2022
Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations AAAI 2022
Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022
Heterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers AAAI 2022
Orthogonal Graph Neural Networks AAAI 2022
GNN-Retro: Retrosynthetic Planning with Graph Neural Networks AAAI 2022
Block Modeling-Guided Graph Convolutional Neural Networks AAAI 2022
A Self-Supervised Mixed-Curvature Graph Neural Network AAAI 2022
MS-HGAT: Memory-Enhanced Sequential Hypergraph Attention Network for Information Diffusion Prediction AAAI 2022
Graph Structure Learning with Variational Information Bottleneck AAAI 2022
Exploring Relational Semantics for Inductive Knowledge Graph Completion AAAI 2022