self-supervised learning

Unsupervised Learning From Video With Deep Neural Embeddings CVPR 2020 Unsupervised Learning of Dense Visual Representations NeurIPS 2020 Unsupervised Learning of Visual Features by Contrasting Cluster Assignments NeurIPS 2020 Unsupervised Metric Relocalization Using Transform Consistency Loss CoRL 2020 Unsupervised Monocular Depth Learning in Dynamic Scenes CoRL 2020 Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning EMNLP 2020 Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion EMNLP 2020 Vector-Quantized Autoregressive Predictive Coding 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 Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks CVPR 2020 Visual Chirality CVPR 2020 VoiceID on the Fly: A Speaker Recognition System that Learns from Scratch Interspeech 2020 Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision EMNLP 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 When Does Self-Supervision Help Graph Convolutional Networks? ICML 2020 Which *BERT? A Survey Organizing Contextualized Encoders EMNLP 2020 Your Classifier can Secretly Suffice Multi-Source Domain Adaptation NeurIPS 2020 A Perceptual Prediction Framework for Self Supervised Event Segmentation CVPR 2019 Automatic Adaptation of Object Detectors to New Domains Using Self-Training CVPR 2019 Bidirectional Learning for Domain Adaptation of Semantic Segmentation CVPR 2019 Boosting Few-Shot Visual Learning With Self-Supervision ICCV 2019 BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle EMNLP 2019