Graph Neural Networks

VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks COLING 2020 View-GCN: View-Based Graph Convolutional Network for 3D Shape Analysis CVPR 2020 Visual-Semantic Matching by Exploring High-Order Attention and Distraction CVPR 2020 Visual-Textual Alignment for Graph Inference in Visual Dialog COLING 2020 VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls EMNLP 2020 VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions CVPR 2020 WAFFLE: A Graph for WordNet Applied to FreeForm Linguistic Exploration EMNLP 2020 Weakly Supervised Graph Convolutional Neural Network for Human Action Localization WACV 2020 Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse Relations EMNLP 2020 Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings NeurIPS 2020 What Can Neural Networks Reason About? ICLR 2020 What graph neural networks cannot learn: depth vs width ICLR 2020 When Does Self-Supervision Help Graph Convolutional Networks? ICML 2020 When Do GNNs Work: Understanding and Improving Neighborhood Aggregation IJCAI 2020 When Radiology Report Generation Meets Knowledge Graph AAAI 2020 Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison WACV 2020 ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages ACL 2020 3D Hand Shape and Pose Estimation From a Single RGB Image CVPR 2019 3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions ICCV 2019 A2N: Attending to Neighbors for Knowledge Graph Inference ACL 2019 A Behavioral Approach to Visual Navigation with Graph Localization Networks RSS 2019 Abusive Language Detection with Graph Convolutional Networks NAACL 2019 ACM: Adaptive Cross-Modal Graph Convolutional Neural Networks for RGB-D Scene Recognition AAAI 2019 Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition CVPR 2019 Adaptive GNN for Image Analysis and Editing NeurIPS 2019