Graph Neural Networks

Contrastive Learning of Structured World Models ICLR 2020 Contrastive Multi-View Representation Learning on Graphs ICML 2020 Conversational Emotion Recognition Using Self-Attention Mechanisms and Graph Neural Networks Interspeech 2020 Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction CVPR 2020 Convolutional Kernel Networks for Graph-Structured Data ICML 2020 Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis CVPR 2020 Coresets for Estimating Means and Mean Square Error with Limited Greedy Samples UAI 2020 COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment AAAI 2020 CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries CVPR 2020 Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval WACV 2020 Cross-Scale Internal Graph Neural Network for Image Super-Resolution NeurIPS 2020 Cross-View Correspondence Reasoning Based on Bipartite Graph Convolutional Network for Mammogram Mass Detection CVPR 2020 Curvature Graph Network ICLR 2020 Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data AAAI 2020 Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations EMNLP 2020 Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation AAAI 2020 Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence CVPR 2020 Deep Graph Matching Consensus ICLR 2020 Deep Graph Pose: a semi-supervised deep graphical model for improved animal pose tracking NeurIPS 2020 Deep Graph Random Process for Relational-Thinking-Based Speech Recognition ICML 2020 Deep Iterative Surface Normal Estimation CVPR 2020 Deep Learning for Abstract Argumentation Semantics IJCAI 2020 Deep Learning for Community Detection: Progress, Challenges and Opportunities IJCAI 2020 Deep Message Passing on Sets AAAI 2020 Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection CVPR 2020