Tight Mutual Information Estimation With Contrastive Fenchel-Legendre
Optimization

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Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization

2 July 2021

Dong Wang

Lawrence Carin

Jing-Zheng Huang

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Papers citing "Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization"

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Title
Understanding Contrastive Learning via Distributionally Robust Optimization Junkang Wu Jiawei Chen Jiancan Wu Wentao Shi Xiang Wang Xiangnan He 118 27 0 17 Oct 2023
Modern Bayesian Experimental Design Tom Rainforth Adam Foster Desi R. Ivanova Freddie Bickford-Smith 119 88 0 28 Feb 2023
RenyiCL: Contrastive Representation Learning with Skew Renyi Divergence Kyungmin Lee Jinwoo Shin SSL DRL 99 10 0 12 Aug 2022
On the Surrogate Gap between Contrastive and Supervised Losses Han Bao Yoshihiro Nagano Kento Nozawa SSL UQCV 79 22 0 06 Oct 2021
Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE Junya Chen Zhe Gan Xuan Li Qing Guo Liqun Chen ... Belinda Zeng Wenlian Lu Fan Li Lawrence Carin Chenyang Tao 96 28 0 02 Jul 2021