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contrastive learning

3979 papers

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Also known as

CONTRASTIVE-IDM COCLR CMS CL HINCE CPL CA CPC CLUE RINCE LCA FCL SC CACO CLR JCL ITC SCL SOFT-IC MNR CBL SOLAR SUPCON NT-XENT KCL GACL SEMCL CRS CVCL MCR DML NCCL CLKS CLIP CLAP COLAM GCL SIMCTG NCL INFONCE NCE DCL ICOL LCL CCL

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

Automatic Code Review by Learning the Revision of Source Code AAAI 2019
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization AAAI 2019
A Theoretical Analysis of Contrastive Unsupervised Representation Learning ICML 2019
Learning Perceptual Inference by Contrasting NIPS 2019
Contrastive Attention Mechanism for Abstractive Sentence Summarization EMNLP 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019
Contrastive Attention Mechanism for Abstractive Sentence Summarization IJCNLP 2019
Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach ACL 2019
Neural Separation of Observed and Unobserved Distributions ICML 2019
Contrastive Language Adaptation for Cross-Lingual Stance Detection IJCNLP 2019
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks ICCV 2019
Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning INTERSPEECH 2018
Reasoning with Sarcasm by Reading In-Between ACL 2018
Mask-Guided Contrastive Attention Model for Person Re-Identification CVPR 2018
Learning Visually-Grounded Semantics from Contrastive Adversarial Samples COLING 2018
Discriminative Feature Representation for Person Re-identification by Batch-contrastive Loss ACML 2018
Di-LSTM Contrast : A Deep Neural Network for Metaphor Detection NAACL 2018
Bidirectional Retrieval Made Simple CVPR 2018
Adversarial Contrastive Estimation ACL 2018
Entity-Aware Language Model as an Unsupervised Reranker INTERSPEECH 2018
Contrastive Learning from Pairwise Measurements NIPS 2018
Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization NIPS 2018
Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification EMNLP 2018
Contrastive Learning for Image Captioning NIPS 2017
Improved Deep Metric Learning with Multi-class N-pair Loss Objective NIPS 2016