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6 search results found

Implementation of our ICCV 2017 paper: MIHash - Hashing with Mutual Information

Infotopopy ⭐ 17

computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks

Honest But Curious Nets ⭐ 14

Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)

Estimation of mutual information (MI) distribution with Gaussian mixture models (GMMs)

DRMIME - Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration

Deepinfoflow ⭐ 7

Diffeomorphic Information Neural Estimation (DINE)

Keras implementation (only for tensorflow backend) of MINE: Mutual Information Neural Estimation

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