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Contrastive Learning
3535 directly classified papers
Papers per year
2011: 1
2013: 1
2014: 1
2017: 3
2018: 10
2019: 26
2020: 88
2021: 394
2022: 627
2023: 852
2024: 698
2025: 616
2026: 218
Papers
Learning Visually-Grounded Semantics from Contrastive Adversarial Samples
COLING 2018
Contrastive Learning from Pairwise Measurements
NIPS 2018
Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification
EMNLP 2018
Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification
CVPR 2018
Contrastive Learning for Image Captioning
NIPS 2017
Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks
ACL 2017
Multi-Stream Deep Similarity Learning Networks for Visual Tracking
IJCAI 2017
Interpretable Sparse High-Order Boltzmann Machines
AISTATS 2014
Contrastive Learning Using Spectral Methods
NIPS 2013
Extracting Speaker-Specific Information with a Regularized Siamese Deep Network
NIPS 2011
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