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contrastive learning

3979 papers

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Also known as

CL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

On Feature Decorrelation in Self-Supervised Learning ICCV 2021
Contrast and Order Representations for Video Self-Supervised Learning ICCV 2021
Driver Anomaly Detection: A Dataset and Contrastive Learning Approach WACV 2021
Contrastive Estimation Reveals Topic Posterior Information to Linear Models JMLR 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer ACL 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering ACL 2021
Multi-Channel Speaker Verification for Single and Multi-Talker Speech INTERSPEECH 2021
Control Image Captioning Spatially and Temporally IJCNLP 2021
Lightweight Cross-Lingual Sentence Representation Learning IJCNLP 2021
Bootstrapped Unsupervised Sentence Representation Learning IJCNLP 2021
Self-Guided Contrastive Learning for BERT Sentence Representations IJCNLP 2021
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference IJCNLP 2021
Contrasting distinct structured views to learn sentence embeddings EACL 2021
Contrastive Learning Inverts the Data Generating Process ICML 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 2021
Constructing contrastive samples via summarization for text classification with limited annotations EMNLP 2021
Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information EMNLP 2021
Contrastive Out-of-Distribution Detection for Pretrained Transformers EMNLP 2021
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings EMNLP 2021
CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning EMNLP 2021
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval EMNLP 2021
Attention-based Contrastive Learning for Winograd Schemas EMNLP 2021
Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning EMNLP 2020
Composed Variational Natural Language Generation for Few-shot Intents EMNLP 2020
Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions ACL 2020