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Concept-based Explanations for Out-Of-Distribution Detectors


Mar 04, 2022
Jihye Choi, Jayaram Raghuram, Ryan Feng, Jiefeng Chen, Somesh Jha, Atul Prakash

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* 19 pages, 9 figures 

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Domain Adaptation for Autoencoder-Based End-to-End Communication Over Wireless Channels


Aug 02, 2021
Jayaram Raghuram, Yijing Zeng, Dolores García Martí, Somesh Jha, Suman Banerjee, Joerg Widmer, Rafael Ruiz Ortiz

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* Under Review. 22 pages, 8 figures 

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Detecting Anomalous Inputs to DNN Classifiers By Joint Statistical Testing at the Layers


Jul 29, 2020
Jayaram Raghuram, Varun Chandrasekaran, Somesh Jha, Suman Banerjee

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* 32 pages, 13 figures 

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