Representation Learning

Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search NeurIPS 2020 GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation ICML 2020 Goal-Aware Prediction: Learning to Model What Matters ICML 2020 GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions IJCAI 2020 Going Beyond the Regression Paradigm with Accurate Dot Prediction for Dense Crowds WACV 2020 Going Beyond T-SNE: Exposing whatlies in Text Embeddings EMNLP 2020 Good-Enough Compositional Data Augmentation ACL 2020 GPS-Net: Graph Property Sensing Network for Scene Graph Generation CVPR 2020 GP-VAE: Deep Probabilistic Time Series Imputation AISTATS 2020 Gradient Boosted Normalizing Flows NeurIPS 2020 GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values ICML 2020 Gradient Surgery for Multi-Task Learning NeurIPS 2020 Graduate Employment Prediction with Bias AAAI 2020 GraLSP: Graph Neural Networks with Local Structural Patterns AAAI 2020 Graph-based Aspect Representation Learning for Entity Resolution COLING 2020 Graph-Based Decoding Model for Functional Alignment of Unaligned fMRI Data AAAI 2020 Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering AAAI 2020 Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection AAAI 2020 Graph Convolutional Reinforcement Learning ICLR 2020 Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling EMNLP 2020 Graph Cross Networks with Vertex Infomax Pooling NeurIPS 2020 GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems EMNLP 2020 Graph DNA: Deep Neighborhood Aware Graph Encoding for Collaborative Filtering AISTATS 2020 Graph Enhanced Dual Attention Network for Document-Level Relation Extraction COLING 2020 GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks AAAI 2020