Self-Supervised Learning

Self-Supervision Enhanced Feature Selection with Correlated Gates ICLR 2022 Self-Taught Metric Learning Without Labels CVPR 2022 Self-training Converts Weak Learners to Strong Learners in Mixture Models AISTATS 2022 Self-Training with Differentiable Teacher NAACL 2022 Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation EMNLP 2022 Semantic-Aware Auto-Encoders for Self-Supervised Representation Learning CVPR 2022 Semantic-based Pre-training for Dialogue Understanding COLING 2022 Semantic Self-Segmentation for Abstractive Summarization of Long Documents in Low-Resource Regimes AAAI 2022 Semi-supervised Acoustic and Language Modeling for Hindi ASR Interspeech 2022 Semi-Supervised Formality Style Transfer with Consistency Training ACL 2022 Semi-supervised Learning with Multi-Head Co-Training AAAI 2022 Semi-supervised Vision Transformers at Scale NeurIPS 2022 SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders NeurIPS 2022 Sentence Representation Learning with Generative Objective rather than Contrastive Objective EMNLP 2022 Sequence Model Imitation Learning with Unobserved Contexts NeurIPS 2022 Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction IJCAI 2022 SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022 SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual Modalities IJCAI 2022 Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis NAACL 2022 SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization CVPR 2022 SimMIM: A Simple Framework for Masked Image Modeling CVPR 2022 Simple and Effective Zero-shot Cross-lingual Phoneme Recognition Interspeech 2022 Simultaneous Missing Value Imputation and Structure Learning with Groups NeurIPS 2022 Single Source One Shot Reenactment Using Weighted Motion From Paired Feature Points WACV 2022 SketchEdit: Mask-Free Local Image Manipulation With Partial Sketches CVPR 2022