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Jayaram Raghuram

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Stratified Adversarial Robustness with Rejection

May 12, 2023
Jiefeng Chen, Jayaram Raghuram, Jihye Choi, Xi Wu, Yingyu Liang, Somesh Jha

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The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning

Feb 28, 2023
Zhenmei Shi, Jiefeng Chen, Kunyang Li, Jayaram Raghuram, Xi Wu, Yingyu Liang, Somesh Jha

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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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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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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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