Self-Supervised Learning

A Novel Learning Framework for Sampling-Based Motion Planning in Autonomous Driving AAAI 2020 A Novel Self-Supervised Re-labeling Approach for Training with Noisy Labels WACV 2020 An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020 Are Noisy Sentences Useless for Distant Supervised Relation Extraction? AAAI 2020 A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020 A Self-supervised Approach for Adversarial Robustness CVPR 2020 A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction ACL 2020 A Semi-Supervised Assessor of Neural Architectures CVPR 2020 A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition ICML 2020 A Simple Framework for Contrastive Learning of Visual Representations ICML 2020 Ask to Learn: A Study on Curiosity-driven Question Generation COLING 2020 Aspect Sentiment Classification with Document-level Sentiment Preference Modeling ACL 2020 Associative Variational Auto-Encoder with Distributed Latent Spaces and Associators AAAI 2020 A Stochastic Conditioning Scheme for Diverse Human Motion Prediction CVPR 2020 A Structured Latent Variable Recurrent Network With Stochastic Attention For Generating Weibo Comments IJCAI 2020 A Survey on Using Gaze Behaviour for Natural Language Processing IJCAI 2020 Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes CoRL 2020 Attention-Privileged Reinforcement Learning CoRL 2020 Attention Word Embedding COLING 2020 Attentively Embracing Noise for Robust Latent Representation in BERT COLING 2020 Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation AAAI 2020 Audiovisual Correspondence Learning in Humans and Machines Interspeech 2020 Augmenting GAIL with BC for sample efficient imitation learning CoRL 2020 A Unified Model for Financial Event Classification, Detection and Summarization IJCAI 2020 Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis AAAI 2020