Papers citing 'XRAI: Better Attributions Through Regions'

Title
SkiNet: A Deep Learning Solution for Skin Lesion Diagnosis with Uncertainty Estimation and Explainability R. Singh R. Gorantla Sai Giridhar Allada N. Pratap 166 3 0 30 Dec 2020
An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks U. Schlegel Daniela Oelke Daniel A. Keim Mennatallah El-Assady AI4TS 84 16 0 08 Dec 2020
Learning and Evaluating Representations for Deep One-class Classification Kihyuk Sohn Chun-Liang Li Chang Jo Kim Minho Jin Tomas Pfister SSL 300 225 0 04 Nov 2020
Investigating Saturation Effects in Integrated Gradients Vivek Miglani Narine Kokhlikyan B. Alsallakh Miguel Martin Orion Reblitz-Richardson FAtt 257 28 0 23 Oct 2020
Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical ImagingmedRxiv (medRxiv), 2020 N. Arun N. Gaw P. Singh Ken Chang M. Aggarwal ... J. Patel M. Gidwani Julius Adebayo M. D. Li Jayashree Kalpathy-Cramer FAtt 308 114 0 06 Aug 2020
Scientific Discovery by Generating Counterfactuals using Image TranslationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Arunachalam Narayanaswamy Subhashini Venugopalan D. Webster L. Peng G. Corrado ... Abigail E. Huang Siva Balasubramanian Michael P. Brenner Phil Q. Nelson A. Varadarajan DiffM MedIm 173 22 0 10 Jul 2020
SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial PerturbationsUSENIX Security Symposium (USENIX Security), 2020 Giulio Lovisotto H.C.M. Turner Ivo Sluganovic Martin Strohmeier Ivan Martinovic AAML 251 115 0 08 Jul 2020
Scaling Symbolic Methods using Gradients for Neural Model Explanation Subham S. Sahoo Subhashini Venugopalan Li Li Rishabh Singh Patrick F. Riley FAtt 249 8 0 29 Jun 2020
Assessing the validity of saliency maps for abnormality localization in medical imaging N. Arun N. Gaw Praveer Singh Ken Chang K. Hoebel J. Patel M. Gidwani Jayashree Kalpathy-Cramer 114 24 0 29 May 2020
Facial Expression Recognition with Deep Learning Amil Khanzada Charles Bai F. T. Celepcikay FedML HAI 82 3 0 08 Apr 2020
There and Back Again: Revisiting Backpropagation Saliency MethodsComputer Vision and Pattern Recognition (CVPR), 2020 Sylvestre-Alvise Rebuffi Ruth C. Fong Xu Ji Andrea Vedaldi FAtt XAI 152 124 0 06 Apr 2020
Attribution in Scale and SpaceComputer Vision and Pattern Recognition (CVPR), 2020 Shawn Xu Subhashini Venugopalan Mukund Sundararajan FAtt BDL 166 79 0 03 Apr 2020
Explaining Explanations: Axiomatic Feature Interactions for Deep NetworksJournal of machine learning research (JMLR), 2020 Joseph D. Janizek Pascal Sturmfels Su-In Lee FAtt 642 167 0 10 Feb 2020