Quantitative Performance Assessment of CNN Units via Topological Entropy Calculation

17 March 2021

Papers citing "Quantitative Performance Assessment of CNN Units via Topological Entropy Calculation"

5 / 5 papers shown

Title
Applications of Entropy in Data Analysis and Machine Learning: A Review Salomé A. Sepúveda Fontaine José M. Amigó 52 2 0 04 Mar 2025
Detecting danger in gridworlds using Gromov's Link Condition Thomas F Burns R. Tang AI4CE 31 2 0 17 Jan 2022
Role Taxonomy of Units in Deep Neural Networks Yang Zhao Hao Zhang Xiuyuan Hu 18 1 0 02 Nov 2020
Revisiting the Importance of Individual Units in CNNs via Ablation Bolei Zhou Yiyou Sun David Bau Antonio Torralba FAtt 59 115 0 07 Jun 2018
Statistical topological data analysis using persistence landscapes Peter Bubenik 114 846 0 27 Jul 2012