conftrace_

neural estimator

7 papers

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Co-occurring keywords

mutual information estimation (21) mutual information (724) representation learning (6206) neural network (6616) conditional mutual information (41) statistical divergence (6) neural network estimator (4) self-supervised representation learning (46) kernel methods (1097) image dataset (15)

Papers

A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NIPS 2024
Direct Amortized Likelihood Ratio Estimation AAAI 2024
Diffeomorphic Information Neural Estimation AAAI 2023
Beyond Normal: On the Evaluation of Mutual Information Estimators NIPS 2023
Neural Estimation of Statistical Divergences JMLR 2022
Improved Mutual Information Estimation AAAI 2021
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation UAI 2020