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Mutual Information Estimation

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

Papers

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TitleStatusHype
Closed-Form Information Capacity of Canonical Signaling ModelsCode0
Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation—0
A Deep Bayesian Nonparametric Framework for Robust Mutual Information Estimation—0
Meta-Statistical Learning: Supervised Learning of Statistical Inference—0
InfoBridge: Mutual Information estimation via Bridge Matching—0
The Decoupling Concept Bottleneck Model—0
fastHDMI: Fast Mutual Information Estimation for High-Dimensional Data—0
Disentangled Noisy Correspondence Learning—0
Artifact Feature Purification for Cross-domain Detection of AI-generated Images—0
Mutual Information Estimation via Normalizing Flows—0
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