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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

NM-Net: Mining Reliable Neighbors for Robust Feature Correspondences CVPR 2019
Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks CVPR 2019
Learning Context Graph for Person Search CVPR 2019
Learning to Cluster Faces on an Affinity Graph CVPR 2019
Layout-Graph Reasoning for Fashion Landmark Detection CVPR 2019
Social Relation Recognition From Videos via Multi-Scale Spatial-Temporal Reasoning CVPR 2019
Graph Convolutional Tracking CVPR 2019
Fast Interactive Object Annotation With Curve-GCN CVPR 2019
Occlusion-Net: 2D/3D Occluded Keypoint Localization Using Graph Networks CVPR 2019
What Object Should I Use? - Task Driven Object Detection CVPR 2019
GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation CVPR 2019
A Structured Model for Action Detection CVPR 2019
Stochastic Blockmodels meet Graph Neural Networks ICML 2019
Disentangled Graph Convolutional Networks ICML 2019
Graph Matching Networks for Learning the Similarity of Graph Structured Objects ICML 2019
Graphite: Iterative Generative Modeling of Graphs ICML 2019
Geometric Scattering for Graph Data Analysis ICML 2019
Graph U-Nets ICML 2019
Learning Discrete Structures for Graph Neural Networks ICML 2019
Graph Element Networks: adaptive, structured computation and memory ICML 2019
MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing ICML 2019
SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media NAACL 2019
Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions NAACL 2019
Abusive Language Detection with Graph Convolutional Networks NAACL 2019
Jointly Learning Entity and Relation Representations for Entity Alignment EMNLP 2019