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Mutual Information Estimation

To estimate mutual information from samples, specially for high-dimensional variables.

Papers

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Showing 41–50 of 91 papers

TitleStatusHype
Learning Disentangled Representations via Mutual Information EstimationCode0
LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal TransportCode0
Mutual Information Estimation via f-Divergence and Data DerangementsCode0
Toward Enhanced Robustness in Unsupervised Graph Representation Learning: A Graph Information Bottleneck Perspective—0
Adaptive Estimators Show Information Compression in Deep Neural Networks—0
Subgraph Networks Based Contrastive Learning—0
The Decoupling Concept Bottleneck Model—0
Theoretical Evaluation of Feature Selection Methods based on Mutual Information—0
Exploiting Style and Attention in Real-World Super-Resolution—0
A Deep Bayesian Nonparametric Framework for Robust Mutual Information Estimation—0
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