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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Robust Pre-Training by Adversarial Contrastive Learning NIPS 2020
PAC-Bayesian Contrastive Unsupervised Representation Learning UAI 2020
Learning Representations by Maximizing Mutual Information Across Views NIPS 2019
Contrastive Attention Mechanism for Abstractive Sentence Summarization IJCNLP 2019
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization AAAI 2019
Deep Metric Learning by Online Soft Mining and Class-Aware Attention AAAI 2019
Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach ACL 2019
Learning Perceptual Inference by Contrasting NIPS 2019
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning EMNLP 2019
Graphical Contrastive Losses for Scene Graph Parsing CVPR 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation CVPR 2019
Triplet Loss Based Cosine Similarity Metric Learning for Text-independent Speaker Recognition INTERSPEECH 2018
Mask-Guided Contrastive Attention Model for Person Re-Identification CVPR 2018
Adversarial Contrastive Estimation ACL 2018
PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference CVPR 2018
Bidirectional Retrieval Made Simple CVPR 2018
Contrastive Learning Using Spectral Methods NIPS 2013
Learning with Blocks: Composite Likelihood and Contrastive Divergence AISTATS 2010