Contrastive Learning – Data Science and Analytics Thrust

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A Co-training Approach for Noisy Time Series Learning

Jia LI, Fugee TSUNG

Co-training, Contrastive Learning, Noisy Data, Time Series

Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders

Contrastive Learning, Image Encoder, Model Stealing

On the Evolution of (Hateful) Memes by Means of Multimodal Contrastive Learning

Contrastive Learning, Memes, Multimodal

Quantifying and Mitigating Privacy Risks of Contrastive Learning

Attribute Inference Attack, Contrastive Learning, Membership Inference Attack