Self-Supervised Learning

InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization ICLR 2020 Inquisitive Question Generation for High Level Text Comprehension EMNLP 2020 Instance-wise Feature Grouping NeurIPS 2020 Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection ACL 2020 Intermediate Self-supervised Learning for Machine Translation Quality Estimation COLING 2020 Internal and external pressures on language emergence: least effort, object constancy and frequency EMNLP 2020 Interpreting and Predicting Tactile Signals via a Physics-Based and Data-Driven Framework RSS 2020 Intra-Class Variation Reduction of Speaker Representation in Disentanglement Framework Interspeech 2020 Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection COLING 2020 Intrinsically Motivated Discovery of Diverse Patterns in Self-Organizing Systems ICLR 2020 Intrinsic Reward Driven Imitation Learning via Generative Model ICML 2020 Inverse Learning of Symmetries NeurIPS 2020 Inverting the Pose Forecasting Pipeline with SPF2: Sequential Pointcloud Forecasting for Sequential Pose Forecasting CoRL 2020 Investigating Self-Supervised Pre-Training for End-to-End Speech Translation Interspeech 2020 IV-SLAM: Introspective Vision for Simultaneous Localization and Mapping CoRL 2020 Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics EMNLP 2020 Jointly Fine-Tuning “BERT-Like” Self Supervised Models to Improve Multimodal Speech Emotion Recognition Interspeech 2020 Just Go With the Flow: Self-Supervised Scene Flow Estimation CVPR 2020 Keep CALM and Explore: Language Models for Action Generation in Text-based Games EMNLP 2020 Keypoints into the Future: Self-Supervised Correspondence in Model-Based Reinforcement Learning CoRL 2020 Knowledge Graph and Deep Neural Network for Extractive Text Summarization by Utilizing Triples COLING 2020 Label Decoupling Framework for Salient Object Detection CVPR 2020 Label-Efficient Training for Next Response Selection EMNLP 2020 Labelling unlabelled videos from scratch with multi-modal self-supervision NeurIPS 2020 Language and Visual Entity Relationship Graph for Agent Navigation NeurIPS 2020