Post #68

Fresh picks from ArXiv This week is full of CVPR and AISTATS 20 accepted papers, new surveys, more submissions to ICML and KDD, and new GNN models 📚 CVPR 20 * Unbiased Scene Graph Generation from Biased Training * Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction * 4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras * Representations, Metrics and Statistics For Shape Analysis of Elastic Graphs * Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene Graphs * Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning * SketchGCN: Semantic Sketch Segmentation with Graph Convolutional Networks Survey * Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks * Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective * Adversarial Attacks and Defenses on Graphs: A Review and Empirical Study * Knowledge Graphs on the Web -- an Overview GNN * Infinitely Wide Graph Convolutional Networks: Semi-supervised Learning via Gaussian Processes * Can graph neural networks count substructures? by group of Joan Bruna * Heterogeneous Graph Neural Networks for Malicious Account Detection by group of Le Song AISTATS 20 * Permutation Invariant Graph Generation via Score-Based Generative Modeling KDD 20 * PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting ICML 20 * Semi-supervised Anomaly Detection on Attributed Graphs * Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data * Permutohedral-GCN: Graph Convolutional Networks with Global Attention * Benchmarking Graph Neural Networks by group of Yoshua Bengio Graph Theory * Finding large matchings in 1-planar graphs of minimum degree 3 * Trapping problem on star-type graphs with applications * On Fast Computation of Directed Graph Laplacian Pseudo-Inverse