Selectivity considered harmful: evaluating the causal impact of class selectivity in DNNs

3 March 2020

Papers citing "Selectivity considered harmful: evaluating the causal impact of class selectivity in DNNs"

5 / 5 papers shown

Title
Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance Kenzo Clauw S. Stramaglia Daniele Marinazzo SSL FAtt 30 6 0 01 Nov 2022
Testing the Tools of Systems Neuroscience on Artificial Neural Networks Grace W. Lindsay 14 4 0 14 Feb 2022
Deeply Explain CNN via Hierarchical Decomposition Mingg-Ming Cheng Peng-Tao Jiang Linghao Han Liang Wang Philip H. S. Torr FAtt 48 15 0 23 Jan 2022
Modeling Category-Selective Cortical Regions with Topographic Variational Autoencoders Thomas Anderson Keller Qinghe Gao Max Welling OOD 28 13 0 25 Oct 2021
Revisiting the Importance of Individual Units in CNNs via Ablation Bolei Zhou Yiyou Sun David Bau Antonio Torralba FAtt 56 116 0 07 Jun 2018