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Deep Learning
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Graph Neural Networks
4,495 papers
Papers per year
2006: 3
2009: 1
2010: 1
2011: 3
2012: 6
2013: 4
2014: 3
2015: 2
2016: 13
2017: 23
2018: 60
2019: 347
2020: 504
2021: 663
2022: 625
2023: 714
2024: 676
2025: 528
2026: 319
Papers
Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks
EMNLP 2021
A Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs
EMNLP 2021
GP-S3Net: Graph-Based Panoptic Sparse Semantic Segmentation Network
ICCV 2021
Spatially Conditioned Graphs for Detecting Human-Object Interactions
ICCV 2021
Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction
ICCV 2021
NGC: A Unified Framework for Learning With Open-World Noisy Data
ICCV 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines
ICCV 2021
Learning Hierarchical Graph Neural Networks for Image Clustering
ICCV 2021
Keypoint Communities
ICCV 2021
Persistent Homology Based Graph Convolution Network for Fine-Grained 3D Shape Segmentation
ICCV 2021
Visual Scene Graphs for Audio Source Separation
ICCV 2021
Channel-Wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition
ICCV 2021
Transformer-Based Dual Relation Graph for Multi-Label Image Recognition
ICCV 2021
PoGO-Net: Pose Graph Optimization With Graph Neural Networks
ICCV 2021
Graph-Based Asynchronous Event Processing for Rapid Object Recognition
ICCV 2021
Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation
ICCV 2021
Multi-Echo LiDAR for 3D Object Detection
ICCV 2021
Video Self-Stitching Graph Network for Temporal Action Localization
ICCV 2021
ODAM: Object Detection, Association, and Mapping Using Posed RGB Video
ICCV 2021
End-to-End Video Instance Segmentation via Spatial-Temporal Graph Neural Networks
ICCV 2021
GTT-Net: Learned Generalized Trajectory Triangulation
ICCV 2021
HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering
ICCV 2021
Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning
ICCV 2021
Space-Time-Separable Graph Convolutional Network for Pose Forecasting
ICCV 2021
Adversarial Example Detection Using Latent Neighborhood Graph
ICCV 2021
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