SOTAVerified

Mutual Information Estimation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 91 papers

TitleStatusHype
Estimating Mutual Information for Discrete-Continuous MixturesCode0
Copula Density Neural EstimationCode0
CCMI : Classifier based Conditional Mutual Information EstimationCode0
Deep Learning for Channel Coding via Neural Mutual Information EstimationCode0
Mutual Information Neural EstimationCode0
Neural Entropic Estimation: A faster path to mutual information estimationCode0
Neural Joint Entropy EstimationCode0
Closed-Form Information Capacity of Canonical Signaling ModelsCode0
Practical and Consistent Estimation of f-DivergencesCode0
Computing high-dimensional optimal transport by flow neural networksCode0
Reducing the Variance of Variational Estimates of Mutual Information by Limiting the Critic's Hypothesis Space to RKHSCode0
Improving Mutual Information Estimation with Annealed and Energy-Based BoundsCode0
DiME: Maximizing Mutual Information by a Difference of Matrix-Based EntropiesCode0
Scalable Mutual Information Estimation using Dependence GraphsCode0
Better Long-Range Dependency By Bootstrapping A Mutual Information RegularizerCode0
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
Show:102550
← PrevPage 2 of 4Next →

No leaderboard results yet.