C-MI-GAN : Estimation of Conditional Mutual Information using MinMax
formulation

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C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation

17 May 2020

A. Bhattacharya

Sudipto Mukherjee

Himanshu Asnani

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Papers citing "C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation"

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Title
Multimodal Variational Auto-encoder based Audio-Visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yiran Zhong Yuchao Dai 72 36 0 12 Oct 2023
Conditional Mutual Information for Disentangled Representations in Reinforcement Learning Mhairi Dunion Trevor A. McInroe K. Luck Josiah P. Hanna Stefano V. Albrecht OOD DRL 74 19 0 23 May 2023
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch Francois Bremond A. Dantcheva 118 49 0 19 Aug 2022
Conditional Contrastive Learning with Kernel Yao-Hung Hubert Tsai Tianqi Li Martin Q. Ma Han Zhao Kun Zhang Louis-Philippe Morency Ruslan Salakhutdinov 84 26 0 11 Feb 2022
Disentanglement and Generalization Under Correlation Shifts Christina M. Funke Paul Vicol Kuan-Chieh Wang Matthias Kümmerer R. Zemel Matthias Bethge OOD 114 7 0 29 Dec 2021
Can Information Flows Suggest Targets for Interventions in Neural Circuits? Praveen Venkatesh Sanghamitra Dutta Neil Mehta P. Grover AAML 70 8 0 09 Nov 2021
SemCal: Semantic LiDAR-Camera Calibration using Neural MutualInformation Estimator Peng-Tao Jiang Philip R. Osteen Srikanth Saripalli 57 16 0 21 Sep 2021
Decomposed Mutual Information Estimation for Contrastive Representation Learning Alessandro Sordoni Nouha Dziri Hannes Schulz Geoffrey J. Gordon Philip Bachman Rémi Tachet des Combes SSL 75 30 0 25 Jun 2021
Calibrating LiDAR and Camera using Semantic Mutual information Peng-Tao Jiang Philip R. Osteen Srikanth Saripalli 117 6 0 24 Apr 2021
To Regularize or Not To Regularize? The Bias Variance Trade-off in Regularized AEs A. Mondal Himanshu Asnani Parag Singla A. Prathosh DRL 42 1 0 10 Jun 2020