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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

* 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

* 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

* 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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2017 Robotic Instrument Segmentation Challenge


Feb 21, 2019
Max Allan, Alex Shvets, Thomas Kurmann, Zichen Zhang, Rahul Duggal, Yun-Hsuan Su, Nicola Rieke, Iro Laina, Niveditha Kalavakonda, Sebastian Bodenstedt, Luis Herrera, Wenqi Li, Vladimir Iglovikov, Huoling Luo, Jian Yang, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel, Mahdi Azizian


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Design of Image Matched Non-Separable Wavelet using Convolutional Neural Network


Dec 15, 2016
Naushad Ansari, Anubha Gupta, Rahul Duggal


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