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Graph Neural Networks

4,522 papers

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Papers

Spatio-Temporal Dynamic Inference Network for Group Activity Recognition ICCV 2021
GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition ICCV 2021
Wasserstein Coupled Graph Learning for Cross-Modal Retrieval ICCV 2021
Shape-Biased Domain Generalization via Shock Graph Embeddings ICCV 2021
Dynamic Attentive Graph Learning for Image Restoration ICCV 2021
Distilling Holistic Knowledge With Graph Neural Networks ICCV 2021
Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images ICCV 2021
Mesh Graphormer ICCV 2021
Adaptive Graph Convolution for Point Cloud Analysis ICCV 2021
DeepPanoContext: Panoramic 3D Scene Understanding With Holistic Scene Context Graph and Relation-Based Optimization ICCV 2021
Unified Graph Structured Models for Video Understanding ICCV 2021
Towards Efficient Graph Convolutional Networks for Point Cloud Handling ICCV 2021
Auto Graph Encoder-Decoder for Neural Network Pruning ICCV 2021
Visual Graph Memory With Unsupervised Representation for Visual Navigation ICCV 2021
Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation ICCV 2021
In Defense of Scene Graphs for Image Captioning ICCV 2021
Multi-Modal Multi-Action Video Recognition ICCV 2021
Cross-Patch Graph Convolutional Network for Image Denoising ICCV 2021
CopulaGNN: Towards Integrating Representational and Correlational Roles of Graphs in Graph Neural Networks ICLR 2021
Skill Discovery for Exploration and Planning using Deep Skill Graphs ICML 2021
GLSearch: Maximum Common Subgraph Detection via Learning to Search ICML 2021
Breaking the Limits of Message Passing Graph Neural Networks ICML 2021
Directional Graph Networks ICML 2021
Size-Invariant Graph Representations for Graph Classification Extrapolations ICML 2021
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks ICML 2021