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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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* To be presented at ECCV 2022 

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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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* Accepted to IEEE VIS'21 

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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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* Accepted at CVPR 2021 

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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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REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild


Jan 29, 2020
Rahul Duggal, Scott Freitas, Cao Xiao, Duen Horng Chau, Jimeng Sun

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* Accepted to WWW 2020 

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CUP: Cluster Pruning for Compressing Deep Neural Networks


Nov 19, 2019
Rahul Duggal, Cao Xiao, Richard Vuduc, Jimeng Sun

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