Open AccessAttribution-Driven Explanation of the Deep Neural Network Model via Conditional Microstructure Image Synthesis
Author(s) -
Shusen Liu,
Bhavya Kailkhura,
Jize Zhang,
Anna M. Hiszpanski,
Emily Robertson,
Donald W. Loveland,
Xiaoting Zhong,
T. Yong-Jin Han
Publication year - 2022
Publication title -
acs omega
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.779
H-Index - 40
ISSN - 2470-1343
DOI - 10.1021/acsomega.1c04796
Subject(s) - deep learning , leverage (statistics) , artificial intelligence , computer science , domain (mathematical analysis) , artificial neural network , pipeline (software) , generative grammar , machine learning , black box , deep neural networks , domain knowledge , data science , mathematics , mathematical analysis , programming language
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom