Understanding Deep Neural Networks Using Sliced Mutual Information
Author:
Affiliation:
1. National University of Singapore
Funder
Ministry of Education
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9834325/9834269/09834357.pdf?arnumber=9834357
Reference21 articles.
1. On Information Plane Analyses of Neural Network Classifiers--A Review
2. Estimation of Entropy and Mutual Information
3. Estimating Mixture Entropy with Pairwise Distances
4. Estimating mutual information
5. Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration
Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. A lightweight and personalized edge federated learning model;Complex & Intelligent Systems;2024-02-12
2. On Neural Networks Fitting, Compression, and Generalization Behavior via Information-Bottleneck-like Approaches;Entropy;2023-07-14
3. Pointwise Sliced Mutual Information for Neural Network Explainability;2023 IEEE International Symposium on Information Theory (ISIT);2023-06-25
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