SOTAVerified

Mutual Information Estimation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 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
Show:102550
← PrevPage 3 of 4Next →

No leaderboard results yet.