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Graph Neural Networks

4,495 papers

Papers per year

Papers

Mutual Graph Learning for Camouflaged Object Detection CVPR 2021
Context Modeling in 3D Human Pose Estimation: A Unified Perspective CVPR 2021
BRepNet: A Topological Message Passing System for Solid Models CVPR 2021
HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps CVPR 2021
PU-GCN: Point Cloud Upsampling Using Graph Convolutional Networks CVPR 2021
SceneGraphFusion: Incremental 3D Scene Graph Prediction From RGB-D Sequences CVPR 2021
Explicit Knowledge Incorporation for Visual Reasoning CVPR 2021
Deep Graph Matching Under Quadratic Constraint CVPR 2021
Learnable Graph Matching: Incorporating Graph Partitioning With Deep Feature Learning for Multiple Object Tracking CVPR 2021
A Hyperbolic-to-Hyperbolic Graph Convolutional Network CVPR 2021
TPCN: Temporal Point Cloud Networks for Motion Forecasting CVPR 2021
TSGCNet: Discriminative Geometric Feature Learning With Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation CVPR 2021
3DCaricShop: A Dataset and a Baseline Method for Single-View 3D Caricature Face Reconstruction CVPR 2021
Primitive Representation Learning for Scene Text Recognition CVPR 2021
Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation CVPR 2021
Inferring CAD Modeling Sequences Using Zone Graphs CVPR 2021
Quantifying Explainers of Graph Neural Networks in Computational Pathology CVPR 2021
To the Point: Efficient 3D Object Detection in the Range Image With Graph Convolution Kernels CVPR 2021
Rethinking Graph Neural Architecture Search From Message-Passing CVPR 2021
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation CVPR 2021
Amalgamating Knowledge From Heterogeneous Graph Neural Networks CVPR 2021
TearingNet: Point Cloud Autoencoder To Learn Topology-Friendly Representations CVPR 2021
Graph Stacked Hourglass Networks for 3D Human Pose Estimation CVPR 2021
Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment CVPR 2021
Mol2Image: Improved Conditional Flow Models for Molecule to Image Synthesis CVPR 2021