Self-Supervised Learning

Multimodal Target Speech Separation with Voice and Face References Interspeech 2020 Multimodal Topic-Enriched Auxiliary Learning for Depression Detection COLING 2020 Multi-pretraining for Large-scale Text Classification EMNLP 2020 Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020 Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes AAAI 2020 Multi-Task Self-Supervised Learning for Disfluency Detection AAAI 2020 Multi-View Attribute Graph Convolution Networks for Clustering IJCAI 2020 Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction AAAI 2020 Multiview Co-segmentation for Wide Baseline Images using Cross-view Supervision WACV 2020 Mutual Information Estimation using LSH Sampling IJCAI 2020 Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs EMNLP 2020 NeoNav: Improving the Generalization of Visual Navigation via Generating Next Expected Observations AAAI 2020 Nested-Wasserstein Self-Imitation Learning for Sequence Generation AISTATS 2020 Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning ICLR 2020 Neural Abstractive Multi-Document Summarization: Hierarchical or Flat Structure? AACL 2020 Neural Blind Deconvolution Using Deep Priors CVPR 2020 Neural Extractive Summarization with Hierarchical Attentive Heterogeneous Graph Network EMNLP 2020 Neural Gibbs Sampling for Joint Event Argument Extraction AACL 2020 Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation EMNLP 2020 Neural Methods for Point-wise Dependency Estimation NeurIPS 2020 Neural Outlier Rejection for Self-Supervised Keypoint Learning ICLR 2020 Neural Reranking for Dependency Parsing: An Evaluation ACL 2020 Neural Syntactic Preordering for Controlled Paraphrase Generation ACL 2020 NeuSpell: A Neural Spelling Correction Toolkit EMNLP 2020 Never Give Up: Learning Directed Exploration Strategies ICLR 2020