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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering CONLL 2021
Layer-Assisted Neural Topic Modeling over Document Networks IJCAI 2021
Multi-Agent Trajectory Prediction by Combining Egocentric and Allocentric Views CORL 2021
RICE: Refining Instance Masks in Cluttered Environments with Graph Neural Networks CORL 2021
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks ICML 2021
Directional Graph Networks ICML 2021
A Functional Approach to Rotation Equivariant Non-Linearities for Tensor Field Networks. CVPR 2021
Dynamic Probabilistic Graph Convolution for Facial Action Unit Intensity Estimation CVPR 2021
Learning a Proposal Classifier for Multiple Object Tracking CVPR 2021
Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment CVPR 2021
Graph Stacked Hourglass Networks for 3D Human Pose Estimation CVPR 2021
TearingNet: Point Cloud Autoencoder To Learn Topology-Friendly Representations CVPR 2021
To the Point: Efficient 3D Object Detection in the Range Image With Graph Convolution Kernels CVPR 2021
Primitive Representation Learning for Scene Text Recognition CVPR 2021
TSGCNet: Discriminative Geometric Feature Learning With Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation CVPR 2021
Learnable Graph Matching: Incorporating Graph Partitioning With Deep Feature Learning for Multiple Object Tracking CVPR 2021
Deep Graph Matching Under Quadratic Constraint CVPR 2021
Deep Latent Graph Matching ICML 2021
Unsupervised constrained community detection via self-expressive graph neural network UAI 2021
Generating adversarial examples with graph neural networks UAI 2021
Explicit pairwise factorized graph neural network for semi-supervised node classification UAI 2021
SceneGraphFusion: Incremental 3D Scene Graph Prediction From RGB-D Sequences CVPR 2021
PU-GCN: Point Cloud Upsampling Using Graph Convolutional Networks CVPR 2021
Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking CVPR 2021
StickyPillars: Robust and Efficient Feature Matching on Point Clouds Using Graph Neural Networks CVPR 2021