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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
Learning To Match Features With Seeded Graph Matching Network
ICCV 2021
Modulated Graph Convolutional Network for 3D Human Pose Estimation
ICCV 2021
Interaction via Bi-Directional Graph of Semantic Region Affinity for Scene Parsing
ICCV 2021
Consistency-Aware Graph Network for Human Interaction Understanding
ICCV 2021
Memory-Augmented Dynamic Neural Relational Inference
ICCV 2021
Not All Operations Contribute Equally: Hierarchical Operation-Adaptive Predictor for Neural Architecture Search
ICCV 2021
Hypergraph Neural Networks for Hypergraph Matching
ICCV 2021
Meta-Aggregator: Learning To Aggregate for 1-Bit Graph Neural Networks
ICCV 2021
FloorPlanCAD: A Large-Scale CAD Drawing Dataset for Panoptic Symbol Spotting
ICCV 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning
ICCV 2021
Distinctiveness Oriented Positional Equilibrium for Point Cloud Registration
ICCV 2021
Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs
ICCV 2021
Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection
ICCV 2021
Video Matting via Consistency-Regularized Graph Neural Networks
ICCV 2021
Cascade Image Matting With Deformable Graph Refinement
ICCV 2021
Geometric Deep Neural Network Using Rigid and Non-Rigid Transformations for Human Action Recognition
ICCV 2021
Enhanced Boundary Learning for Glass-Like Object Segmentation
ICCV 2021
PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds
ICCV 2021
PARTS: Unsupervised Segmentation With Slots, Attention and Independence Maximization
ICCV 2021
BuildingNet: Learning To Label 3D Buildings
ICCV 2021
Unsupervised Point Cloud Object Co-Segmentation by Co-Contrastive Learning and Mutual Attention Sampling
ICCV 2021
Meta Pairwise Relationship Distillation for Unsupervised Person Re-Identification
ICCV 2021
GraphFPN: Graph Feature Pyramid Network for Object Detection
ICCV 2021
Click To Move: Controlling Video Generation With Sparse Motion
ICCV 2021
Spatio-Temporal Dynamic Inference Network for Group Activity Recognition
ICCV 2021
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