Information Plane Analysis of Deep Neural Networks via Matrix-Based Renyi's Entropy and Tensor Kernels

25 September 2019

Papers citing "Information Plane Analysis of Deep Neural Networks via Matrix-Based Renyi's Entropy and Tensor Kernels"

7 / 7 papers shown

Title
Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy Bogdan Musat Razvan Andonie 20 0 0 08 Dec 2023
HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels C. Sarvani Mrinmoy Ghorai S. Dubey S. H. Shabbeer Basha VLM 39 37 0 22 Feb 2022
Real-World Graph Convolution Networks (RW-GCNs) for Action Recognition in Smart Video Surveillance Justin Sanchez Christopher Neff Hamed Tabkhi GNN 30 9 0 15 Jan 2022
Computationally Efficient Approximations for Matrix-based Renyi's Entropy Tieliang Gong Yuxin Dong Shujian Yu B. Dong 67 2 0 27 Dec 2021
Information flows of diverse autoencoders Sungyeop Lee Junghyo Jo 8 11 0 15 Feb 2021
On Information Plane Analyses of Neural Network Classifiers -- A Review Bernhard C. Geiger 29 50 0 21 Mar 2020
Understanding Autoencoders with Information Theoretic Concepts Shujian Yu José C. Príncipe AI4CE 49 132 0 30 Mar 2018