Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation

18 April 2018

Papers citing "Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation"

7 / 7 papers shown

Title
Heterogeneous graph attention network improves cancer multiomics integration Sina Tabakhi Charlotte Vandermeulen Ian Sudbery Haiping Lu 21 0 0 05 Aug 2024
Understanding the Role of Pathways in a Deep Neural Network Lei Lyu Chen Pang Jihua Wang 27 3 0 28 Feb 2024
HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels C. Sarvani Mrinmoy Ghorai S. Dubey S. H. Shabbeer Basha VLM 32 37 0 22 Feb 2022
Testing the Tools of Systems Neuroscience on Artificial Neural Networks Grace W. Lindsay 14 4 0 14 Feb 2022
Neuron-level Interpretation of Deep NLP Models: A Survey Hassan Sajjad Nadir Durrani Fahim Dalvi MILM AI4CE 26 79 0 30 Aug 2021
Distilling Critical Paths in Convolutional Neural Networks Fuxun Yu Zhuwei Qin Xiang Chen 26 21 0 28 Oct 2018
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