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Methodology
← Learning Types
Machine Learning
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Learning Types
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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
Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification
CVPR 2018
Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification
EMNLP 2018
Contrastive Learning from Pairwise Measurements
NIPS 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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