SOTAVerified

Mutual Information Estimation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–91 of 91 papers

TitleStatusHype
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation—0
Mutual Information Estimation as a Difference of Entropies for Unsupervised Representation Learning—0
Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization—0
Causal Order Identification to Address Confounding: Binary Variables—0
Fair Representation Learning using Interpolation Enabled Disentanglement—0
Decomposed Mutual Information Estimation for Contrastive Representation Learning—0
Novelty Detection via Contrastive Learning with Negative Data Augmentation—0
Frustratingly Easy Transferability Estimation—0
Reinforce Security: A Model-Free Approach Towards Secure Wiretap Coding—0
Rethinking InfoNCE: How Many Negative Samples Do You Need?—0
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
Learning Disentangled Representations via Mutual Information EstimationCode0
Improved Mutual Information Estimation—0
LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal TransportCode0
CCMI : Classifier based Conditional Mutual Information EstimationCode0
Neural Entropic Estimation: A faster path to mutual information estimationCode0
Better Long-Range Dependency By Bootstrapping A Mutual Information RegularizerCode0
Practical and Consistent Estimation of f-DivergencesCode0
Deep Spectral Clustering using Dual Autoencoder Network—0
Biphasic Learning of GANs for High-Resolution Image-to-Image Translation—0
Deep Learning for Channel Coding via Neural Mutual Information EstimationCode0
Adaptive Estimators Show Information Compression in Deep Neural Networks—0
Empowerment-driven Exploration using Mutual Information EstimationCode0
Mutual Information Neural EstimationCode0
Scalable Mutual Information Estimation using Dependence GraphsCode0
Estimating Mutual Information for Discrete-Continuous MixturesCode0
Nonparanormal Information Estimation—0
Mixed vine copulas as joint models of spike counts and local field potentials—0
Theoretical Evaluation of Feature Selection Methods based on Mutual Information—0
An Empirical Study of Leading Measures of Dependence—0
Equitability Analysis of the Maximal Information Coefficient, with Comparisons—0
Exponential Concentration for Mutual Information Estimation with Application to Forests—0
Show:102550
← PrevPage 2 of 2Next →

No leaderboard results yet.