Self-Supervised Learning

Conditional Self-Supervised Learning for Few-Shot Classification IJCAI 2021 Consistency Regularization for Variational Auto-Encoders NeurIPS 2021 Content-based Models of Quotation EACL 2021 Context Matters: Graph-based Self-supervised Representation Learning for Medical Images AAAI 2021 Contextualized and Generalized Sentence Representations by Contrastive Self-Supervised Learning: A Case Study on Discourse Relation Analysis NAACL 2021 Contextualized Embeddings Encode Monolingual and Cross-lingual Knowledge of Idiomaticity ACL 2021 Contextualized Rewriting for Text Summarization AAAI 2021 Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams ICCV 2021 Continuous-Time Attention for Sequential Learning AAAI 2021 Contrast and Order Representations for Video Self-Supervised Learning ICCV 2021 Contrasting Contrastive Self-Supervised Representation Learning Pipelines ICCV 2021 Contrasting distinct structured views to learn sentence embeddings EACL 2021 Contrastive Active Inference NeurIPS 2021 Contrastive Attention Maps for Self-Supervised Co-Localization ICCV 2021 Contrastive Learning Inverts the Data Generating Process ICML 2021 Contrastive learning, multi-view redundancy, and linear models ALT 2021 Contrastive Learning of Global and Local Video Representations NeurIPS 2021 Contrastive learning of strong-mixing continuous-time stochastic processes AISTATS 2021 Contrastive Multi-document Question Generation EACL 2021 Contrastive Neural Processes for Self-Supervised Learning ACML 2021 Contrastive Self-supervised Learning for Graph Classification AAAI 2021 Contrastive Transformation for Self-supervised Correspondence Learning AAAI 2021 Controllable Context-Aware Conversational Speech Synthesis Interspeech 2021 ConVEx: Data-Efficient and Few-Shot Slot Labeling NAACL 2021 CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021