Self-Supervised Learning

Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision AAAI 2021 Learning to Recognize Dialect Features NAACL 2021 Learning to Recommend from Sparse Data via Generative User Feedback AAAI 2021 Learning to Rehearse in Long Sequence Memorization ICML 2021 Learning to See by Looking at Noise NeurIPS 2021 Learning To Segment Actions From Visual and Language Instructions via Differentiable Weak Sequence Alignment CVPR 2021 Learning to Track Instances without Video Annotations CVPR 2021 Learning Transferable Visual Models From Natural Language Supervision ICML 2021 Learning Visible Connectivity Dynamics for Cloth Smoothing CoRL 2021 Learn The Big Picture: Representation Learning for Clustering ACL 2021 Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering ACL 2021 LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech Interspeech 2021 Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling CVPR 2021 Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder EMNLP 2021 Levenshtein Training for Word-level Quality Estimation EMNLP 2021 Leveraging SE(3) Equivariance for Self-supervised Category-Level Object Pose Estimation from Point Clouds NeurIPS 2021 Lexical Semantic Change Discovery ACL 2021 Lexical Semantic Recognition ACL 2021 Lifelong Learning of Compositional Structures ICLR 2021 Lifting 2D StyleGAN for 3D-Aware Face Generation CVPR 2021 Light Source Guided Single-Image Flare Removal From Unpaired Data ICCV 2021 LiRA: Learning Visual Speech Representations from Audio Through Self-Supervision Interspeech 2021 LMSOC: An Approach for Socially Sensitive Pretraining EMNLP 2021 Local plasticity rules can learn deep representations using self-supervised contrastive predictions NeurIPS 2021 Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition ACL 2021