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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Conditional Self-Supervised Learning for Few-Shot Classification IJCAI 2021
SciConceptMiner: A system for large-scale scientific concept discovery ACL 2021
Hierarchical Self-supervised Augmented Knowledge Distillation IJCAI 2021
Multi-stage Pre-training over Simplified Multimodal Pre-training Models ACL 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer ACL 2021
Self-Supervised Test-Time Learning for Reading Comprehension NAACL 2021
Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw IJCAI 2021
TABBIE: Pretrained Representations of Tabular Data NAACL 2021
Shuffled-token Detection for Refining Pre-trained RoBERTa NAACL 2021
Self-Supervised Neural Topic Modeling EMNLP 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models EMNLP 2021
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021
Distilling Word Meaning in Context from Pre-trained Language Models EMNLP 2021
Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension EMNLP 2021
Attention-based Contrastive Learning for Winograd Schemas EMNLP 2021
ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces AAAI 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations EMNLP 2021
MOTIF-Driven Contrastive Learning of Graph Representations AAAI 2021
Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning AAAI 2021
Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection EMNLP 2021
Alzheimer Disease Recognition Using Speech-Based Embeddings From Pre-Trained Models INTERSPEECH 2021
Large-Scale Self- and Semi-Supervised Learning for Speech Translation INTERSPEECH 2021
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents NAACL 2021
Self-Alignment Pretraining for Biomedical Entity Representations NAACL 2021