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Rahul Duggal

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Robust Principles: Architectural Design Principles for Adversarially Robust CNNs

Sep 01, 2023
ShengYun Peng, Weilin Xu, Cory Cornelius, Matthew Hull, Kevin Li, Rahul Duggal, Mansi Phute, Jason Martin, Duen Horng Chau

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RobArch: Designing Robust Architectures against Adversarial Attacks

Jan 08, 2023
ShengYun Peng, Weilin Xu, Cory Cornelius, Kevin Li, Rahul Duggal, Duen Horng Chau, Jason Martin

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IMB-NAS: Neural Architecture Search for Imbalanced Datasets

Sep 30, 2022
Rahul Duggal, Shengyun Peng, Hao Zhou, Duen Horng Chau

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Towards Regression-Free Neural Networks for Diverse Compute Platforms

Sep 27, 2022
Rahul Duggal, Hao Zhou, Shuo Yang, Jun Fang, Yuanjun Xiong, Wei Xia

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ConceptEvo: Interpreting Concept Evolution in Deep Learning Training

Mar 30, 2022
Haekyu Park, Seongmin Lee, Benjamin Hoover, Austin Wright, Omar Shaikh, Rahul Duggal, Nilaksh Das, Judy Hoffman, Duen Horng Chau

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NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks

Aug 29, 2021
Haekyu Park, Nilaksh Das, Rahul Duggal, Austin P. Wright, Omar Shaikh, Fred Hohman, Duen Horng Chau

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Compatibility-aware Heterogeneous Visual Search

May 13, 2021
Rahul Duggal, Hao Zhou, Shuo Yang, Yuanjun Xiong, Wei Xia, Zhuowen Tu, Stefano Soatto

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MalNet: A Large-Scale Cybersecurity Image Database of Malicious Software

Jan 31, 2021
Scott Freitas, Rahul Duggal, Duen Horng Chau

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ELF: An Early-Exiting Framework for Long-Tailed Classification

Jun 22, 2020
Rahul Duggal, Scott Freitas, Sunny Dhamnani, Duen Horng, Chau, Jimeng Sun

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