Saliency is a Possible Red Herring When Diagnosing Poor Generalization

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Saliency is a Possible Red Herring When Diagnosing Poor Generalization

1 October 2019

Joseph Paul Cohen

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Papers citing "Saliency is a Possible Red Herring When Diagnosing Poor Generalization"

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Title
Diagnosing COVID-19 Severity from Chest X-Ray Images Using ViT and CNN Architectures Luis Lara Lucia Eve Berger Rajesh Raju ViT 81 0 0 23 Feb 2025
The Importance of Background Information for Out of Distribution Generalization Jupinder Parmar Khaled Kamal Saab Brian Pogatchnik D. Rubin Christopher Ré OOD 54 0 0 17 Jun 2022
Towards Robust Classification Model by Counterfactual and Invariant Data Generation C. Chang George Adam Anna Goldenberg OOD CML 73 32 0 02 Jun 2021
COVID-19 Image Data Collection: Prospective Predictions Are the Future Joseph Paul Cohen Paul Morrison Lan Dao Karsten Roth T. Duong Marzyeh Ghassemi 106 780 0 22 Jun 2020
Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning Joseph Paul Cohen Lan Dao Paul Morrison Karsten Roth Yoshua Bengio ... A. Abbasi M. Hoshmand-Kochi Marzyeh Ghassemi Haifang Li T. Duong 86 224 0 24 May 2020
Overinterpretation reveals image classification model pathologies Brandon Carter Siddhartha Jain Jonas W. Mueller David K Gifford FAtt 153 52 0 19 Mar 2020