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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning CVPR 2019
Structural Relational Reasoning of Point Clouds CVPR 2019
Biologically-Constrained Graphs for Global Connectomics Reconstruction CVPR 2019
Diverse Generation for Multi-Agent Sports Games CVPR 2019
Knowledge-Embedded Routing Network for Scene Graph Generation CVPR 2019
Explainability Methods for Graph Convolutional Neural Networks CVPR 2019
Event Prediction in Complex Social Graphs using One-Dimensional Convolutional Neural Network IJCAI 2019
Risk Assessment for Networked-guarantee Loans Using High-order Graph Attention Representation IJCAI 2019
Graph Convolutional Network Hashing for Cross-Modal Retrieval IJCAI 2019
Relational Action Forecasting CVPR 2019
Linkage Based Face Clustering via Graph Convolution Network CVPR 2019
An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition CVPR 2019
Reasoning Visual Dialogs With Structural and Partial Observations CVPR 2019
Spatial-Aware Graph Relation Network for Large-Scale Object Detection CVPR 2019
Learning Actor Relation Graphs for Group Activity Recognition CVPR 2019
3D Hand Shape and Pose Estimation From a Single RGB Image CVPR 2019
Rethinking Knowledge Graph Propagation for Zero-Shot Learning CVPR 2019
Context-Aware Visual Compatibility Prediction CVPR 2019
Discovering Regularities from Traditional Chinese Medicine Prescriptions via Bipartite Embedding Model IJCAI 2019
Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs IJCAI 2019
Generative Models for Graph-Based Protein Design NIPS 2019
Diffusion Improves Graph Learning NIPS 2019
Improving Textual Network Learning with Variational Homophilic Embeddings NIPS 2019
Wasserstein Weisfeiler-Lehman Graph Kernels NIPS 2019
Embedding Symbolic Knowledge into Deep Networks NIPS 2019