Self-Supervised Learning

Unsupervised Opinion Summarization with Noising and Denoising ACL 2020 Unsupervised Parsing via Constituency Tests EMNLP 2020 Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders EMNLP 2020 Unsupervised Representation Learning by Invariance Propagation NeurIPS 2020 Unsupervised Representation Learning for Gaze Estimation CVPR 2020 Unsupervised Subword Modeling Using Autoregressive Pretraining and Cross-Lingual Phone-Aware Modeling Interspeech 2020 Using Cyclic Noise as the Source Signal for Neural Source-Filter-Based Speech Waveform Model Interspeech 2020 Variational Amodal Object Completion NeurIPS 2020 Vector-Quantized Autoregressive Predictive Coding Interspeech 2020 Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 Challenge Interspeech 2020 Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning AAAI 2020 Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation Learning CVPR 2020 VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain NeurIPS 2020 Visual Chirality CVPR 2020 Visual Commonsense R-CNN CVPR 2020 Visual Imitation Made Easy CoRL 2020 Visual Localization and Mapping with Hybrid SFA CoRL 2020 VisuoSpatial Foresight for Multi-Step, Multi-Task Fabric Manipulation RSS 2020 VoiceID on the Fly: A Speaker Recognition System that Learns from Scratch Interspeech 2020 vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations ICLR 2020 wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations NeurIPS 2020 Webly Supervised Knowledge Embedding Model for Visual Reasoning CVPR 2020 What Makes for Good Views for Contrastive Learning? NeurIPS 2020 When Does Self-Supervision Help Graph Convolutional Networks? ICML 2020 Which *BERT? A Survey Organizing Contextualized Encoders EMNLP 2020