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Mutual Information Estimation

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

Papers

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Showing 61–70 of 91 papers

TitleStatusHype
A Quantitative Metric for Privacy Leakage in Federated Learning—0
Neural Joint Entropy EstimationCode0
Reducing the Variance of Variational Estimates of Mutual Information by Limiting the Critic's Hypothesis Space to RKHSCode0
Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization—0
Multi-label Contrastive Predictive Coding—0
On the Information Plane of AutoencodersCode0
Alleviating the Incompatibility between Cross Entropy Loss and Episode Training for Few-shot Skin Disease Classification—0
On Information Plane Analyses of Neural Network Classifiers -- A Review—0
Matching Text with Deep Mutual Information Estimation—0
Exploiting Style and Attention in Real-World Super-Resolution—0
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