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2412.09311
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Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation
12 December 2024
Davor Vukadin
Petar Afrić
Marin Šilić
Goran Delač
FAtt
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Papers citing
"Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation"
5 / 5 papers shown
Title
Framework for Evaluating Faithfulness of Local Explanations
S. Dasgupta
Nave Frost
Michal Moshkovitz
FAtt
116
61
0
01 Feb 2022
Rethinking Attention-Model Explainability through Faithfulness Violation Test
Y. Liu
Haoliang Li
Yangyang Guo
Chen Kong
Jing Li
Shiqi Wang
FAtt
121
43
0
28 Jan 2022
Zero-Shot Text-to-Image Generation
Aditya A. Ramesh
Mikhail Pavlov
Gabriel Goh
Scott Gray
Chelsea Voss
Alec Radford
Mark Chen
Ilya Sutskever
VLM
255
4,796
0
24 Feb 2021
Methods for Interpreting and Understanding Deep Neural Networks
G. Montavon
Wojciech Samek
K. Müller
FaML
234
2,238
0
24 Jun 2017
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
298
39,238
0
01 Sep 2014
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