DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation

Author:

Zhao Qilong1,Zhang Yifei1,Zhu Mengdan1,Gu Siyi2,Gao Yuyang3,Yang Xiaofeng1,Zhao Liang1

Affiliation:

1. Emory University, Atlanta, GA, USA

2. Stanford University, Palo Alto, CA, USA

3. The Home Depot, Atlanta, GA, USA

Funder

National Science Foundation

Cisco Systems

Publisher

ACM

Reference39 articles.

1. Amina Adadi and Mohammed Berrada. 2018. Peeking inside the black-box: a survey on explainable artificial intelligence (XAI). IEEE access 6 (2018), 52138--52160.

2. Samuel G Armato III Geoffrey McLennan Luc Bidaut Michael F McNitt-Gray Charles R Meyer Anthony P Reeves Binsheng Zhao Denise R Aberle Claudia I Henschke Eric A Hoffman et al. 2011. The lung image database consortium (LIDC) and image database resource initiative (IDRI): a completed reference database of lung nodules on CT scans. Medical physics 38 2 (2011) 915--931.

3. Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Javier Del Ser, Adrien Bennetot, Siham Tabik, Alberto Barbado, Salvador García, Sergio Gil-López, Daniel Molina, Richard Benjamins, et al. 2020. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI. Information fusion 58 (2020), 82--115.

4. Mohammad Babaeizadeh, Chelsea Finn, Dumitru Erhan, Roy H Campbell, and Sergey Levine. 2017. Stochastic variational video prediction. arXiv preprint arXiv:1710.11252 (2017).

5. Saliency-Regularized Deep Multi-Task Learning

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