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ORCIDBibTeX records: Nilaksh Das
@inproceedings{DBLP:conf/cikm/ParkLHWSDDLHC23,
author = {Haekyu Park and
Seongmin Lee and
Benjamin Hoover and
Austin P. Wright and
Omar Shaikh and
Rahul Duggal and
Nilaksh Das and
Kevin Li and
Judy Hoffman and
Duen Horng Chau},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Concept Evolution in Deep Learning Training: {A} Unified Interpretation
Framework and Discoveries},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {2044--2054},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614819},
doi = {10.1145/3583780.3614819},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ParkLHWSDDLHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DasSBCKFK23,
author = {Nilaksh Das and
Monica Sunkara and
Sravan Bodapati and
Jinglun Cai and
Devang Kulshreshtha and
Jeff Farris and
Katrin Kirchhoff},
title = {Mask the Bias: Improving Domain-Adaptive Generalization of CTC-Based
{ASR} with Internal Language Model Estimation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10096405},
doi = {10.1109/ICASSP49357.2023.10096405},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/DasSBCKFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-03837,
author = {Nilaksh Das and
Monica Sunkara and
Sravan Bodapati and
Jinglun Cai and
Devang Kulshreshtha and
Jeff Farris and
Katrin Kirchhoff},
title = {Mask The Bias: Improving Domain-Adaptive Generalization of CTC-based
{ASR} with Internal Language Model Estimation},
journal = {CoRR},
volume = {abs/2305.03837},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.03837},
doi = {10.48550/ARXIV.2305.03837},
eprinttype = {arXiv},
eprint = {2305.03837},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-03837.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Das22,
author = {Nilaksh Das},
title = {Understanding, Fortifying and Democratizing {AI} Security},
school = {Georgia Institute of Technology, Atlanta, GA, {USA}},
year = {2022},
url = {http://hdl.handle.net/1853/66562},
timestamp = {Sat, 25 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Das22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdiq/WuDCGCC22,
author = {Renzhi Wu and
Nilaksh Das and
Sanya Chaba and
Sakshi Gandhi and
Duen Horng Chau and
Xu Chu},
title = {A Cluster-then-label Approach for Few-shot Learning with Application
to Automatic Image Data Labeling},
journal = {{ACM} J. Data Inf. Qual.},
volume = {14},
number = {3},
pages = {15:1--15:23},
year = {2022},
url = {https://doi.org/10.1145/3491232},
doi = {10.1145/3491232},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdiq/WuDCGCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/ParkDDWSHC22,
author = {Haekyu Park and
Nilaksh Das and
Rahul Duggal and
Austin P. Wright and
Omar Shaikh and
Fred Hohman and
Duen Horng (Polo) Chau},
title = {NeuroCartography: Scalable Automatic Visual Summarization of Concepts
in Deep Neural Networks},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {28},
number = {1},
pages = {813--823},
year = {2022},
url = {https://doi.org/10.1109/TVCG.2021.3114858},
doi = {10.1109/TVCG.2021.3114858},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/ParkDDWSHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VellaichamyHWDP22,
author = {Sivapriya Vellaichamy and
Matthew Hull and
Zijie J. Wang and
Nilaksh Das and
Sheng{-}Yun Peng and
Haekyu Park and
Duen Horng (Polo) Chau},
title = {DetectorDetective: Investigating the Effects of Adversarial Examples
on Object Detectors},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {21452--21459},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.02082},
doi = {10.1109/CVPR52688.2022.02082},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/VellaichamyHWDP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DasPC22,
author = {Nilaksh Das and
Sheng{-}Yun Peng and
Duen Horng Chau},
editor = {Leonid Karlinsky and
Tomer Michaeli and
Ko Nishino},
title = {SkeleVision: Towards Adversarial Resiliency of Person Tracking with
Multi-Task Learning},
booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October
23-27, 2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13801},
pages = {449--466},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25056-9\_29},
doi = {10.1007/978-3-031-25056-9\_29},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/DasPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DasCSBBK22,
author = {Nilaksh Das and
Duen Horng Chau and
Monica Sunkara and
Sravan Bodapati and
Dhanush Bekal and
Katrin Kirchhoff},
title = {Listen, Know and Spell: Knowledge-Infused Subword Modeling for Improving
{ASR} Performance of {OOV} Named Entities},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {7887--7891},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746748},
doi = {10.1109/ICASSP43922.2022.9746748},
timestamp = {Tue, 07 Jun 2022 17:34:47 +0200},
biburl = {https://dblp.org/rec/conf/icassp/DasCSBBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/DasC22,
author = {Nilaksh Das and
Polo Chau},
editor = {Hanseok Ko and
John H. L. Hansen},
title = {Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition
via Multi-Task Learning},
booktitle = {Interspeech 2022, 23rd Annual Conference of the International Speech
Communication Association, Incheon, Korea, 18-22 September 2022},
pages = {3839--3843},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/Interspeech.2022-11361},
doi = {10.21437/INTERSPEECH.2022-11361},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/DasC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16475,
author = {Haekyu Park and
Seongmin Lee and
Benjamin Hoover and
Austin P. Wright and
Omar Shaikh and
Rahul Duggal and
Nilaksh Das and
Judy Hoffman and
Duen Horng Chau},
title = {ConceptEvo: Interpreting Concept Evolution in Deep Learning Training},
journal = {CoRR},
volume = {abs/2203.16475},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16475},
doi = {10.48550/ARXIV.2203.16475},
eprinttype = {arXiv},
eprint = {2203.16475},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-00734,
author = {Nilaksh Das and
Sheng{-}Yun Peng and
Duen Horng Chau},
title = {SkeleVision: Towards Adversarial Resiliency of Person Tracking with
Multi-Task Learning},
journal = {CoRR},
volume = {abs/2204.00734},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.00734},
doi = {10.48550/ARXIV.2204.00734},
eprinttype = {arXiv},
eprint = {2204.00734},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-00734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02381,
author = {Nilaksh Das and
Duen Horng Chau},
title = {Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition
via Multi-Task Learning},
journal = {CoRR},
volume = {abs/2204.02381},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.02381},
doi = {10.48550/ARXIV.2204.02381},
eprinttype = {arXiv},
eprint = {2204.02381},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-02381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12492,
author = {Zhiyan Zhou and
Kevin Li and
Haekyu Park and
Megan Dass and
Austin P. Wright and
Nilaksh Das and
Duen Horng Chau},
title = {NeuroMapper: In-browser Visualizer for Neural Network Training},
journal = {CoRR},
volume = {abs/2210.12492},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12492},
doi = {10.48550/ARXIV.2210.12492},
eprinttype = {arXiv},
eprint = {2210.12492},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12492.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/WangTSPDHKC21,
author = {Zijie J. Wang and
Robert Turko and
Omar Shaikh and
Haekyu Park and
Nilaksh Das and
Fred Hohman and
Minsuk Kahng and
Duen Horng (Polo) Chau},
title = {{CNN} Explainer: Learning Convolutional Neural Networks with Interactive
Visualization},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {27},
number = {2},
pages = {1396--1406},
year = {2021},
url = {https://doi.org/10.1109/TVCG.2020.3030418},
doi = {10.1109/TVCG.2020.3030418},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/WangTSPDHKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ParkWDPPZC21,
author = {Haekyu Park and
Zijie J. Wang and
Nilaksh Das and
Anindya S. Paul and
Pruthvi Perumalla and
Zhiyan Zhou and
Duen Horng Chau},
title = {SkeletonVis: Interactive Visualization for Understanding Adversarial
Attacks on Human Action Recognition Models},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {16094--16096},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i18.18022},
doi = {10.1609/AAAI.V35I18.18022},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ParkWDPPZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ShaikhSWDFAC21,
author = {Omar Shaikh and
Jon Saad{-}Falcon and
Austin P. Wright and
Nilaksh Das and
Scott Freitas and
Omar Isaac Asensio and
Duen Horng Chau},
editor = {Yoshifumi Kitamura and
Aaron Quigley and
Katherine Isbister and
Takeo Igarashi},
title = {EnergyVis: Interactively Tracking and Exploring Energy Consumption
for {ML} Models},
booktitle = {{CHI} '21: {CHI} Conference on Human Factors in Computing Systems,
Virtual Event / Yokohama Japan, May 8-13, 2021, Extended Abstracts},
pages = {458:1--458:7},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3411763.3451780},
doi = {10.1145/3411763.3451780},
timestamp = {Wed, 19 May 2021 12:29:22 +0200},
biburl = {https://dblp.org/rec/conf/chi/ShaikhSWDFAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/DasBSSC21,
author = {Nilaksh Das and
Sravan Bodapati and
Monica Sunkara and
Sundararajan Srinivasan and
Duen Horng Chau},
editor = {Hynek Hermansky and
Honza Cernock{\'{y}} and
Luk{\'{a}}s Burget and
Lori Lamel and
Odette Scharenborg and
Petr Motl{\'{\i}}cek},
title = {Best of Both Worlds: Robust Accented Speech Recognition with Adversarial
Transfer Learning},
booktitle = {Interspeech 2021, 22nd Annual Conference of the International Speech
Communication Association, Brno, Czechia, 30 August - 3 September
2021},
pages = {1314--1318},
publisher = {{ISCA}},
year = {2021},
url = {https://doi.org/10.21437/Interspeech.2021-1888},
doi = {10.21437/INTERSPEECH.2021-1888},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/DasBSSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10586,
author = {Haekyu Park and
Zijie J. Wang and
Nilaksh Das and
Anindya S. Paul and
Pruthvi Perumalla and
Zhiyan Zhou and
Duen Horng Chau},
title = {SkeletonVis: Interactive Visualization for Understanding Adversarial
Attacks on Human Action Recognition Models},
journal = {CoRR},
volume = {abs/2101.10586},
year = {2021},
url = {https://arxiv.org/abs/2101.10586},
eprinttype = {arXiv},
eprint = {2101.10586},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-16435,
author = {Omar Shaikh and
Jon Saad{-}Falcon and
Austin P. Wright and
Nilaksh Das and
Scott Freitas and
Omar Isaac Asensio and
Duen Horng Chau},
title = {EnergyVis: Interactively Tracking and Exploring Energy Consumption
for {ML} Models},
journal = {CoRR},
volume = {abs/2103.16435},
year = {2021},
url = {https://arxiv.org/abs/2103.16435},
eprinttype = {arXiv},
eprint = {2103.16435},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-16435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-12931,
author = {Haekyu Park and
Nilaksh Das and
Rahul Duggal and
Austin P. Wright and
Omar Shaikh and
Fred Hohman and
Duen Horng Chau},
title = {NeuroCartography: Scalable Automatic Visual Summarization of Concepts
in Deep Neural Networks},
journal = {CoRR},
volume = {abs/2108.12931},
year = {2021},
url = {https://arxiv.org/abs/2108.12931},
eprinttype = {arXiv},
eprint = {2108.12931},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-12931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/DasPWHFRC20,
author = {Nilaksh Das and
Haekyu Park and
Zijie J. Wang and
Fred Hohman and
Robert Firstman and
Emily Rogers and
Duen Horng Chau},
editor = {Regina Bernhaupt and
Florian 'Floyd' Mueller and
David Verweij and
Josh Andres and
Joanna McGrenere and
Andy Cockburn and
Ignacio Avellino and
Alix Goguey and
Pernille Bj{\o}n and
Shengdong Zhao and
Briane Paul Samson and
Rafal Kocielnik},
title = {Massif: Interactive Interpretation of Adversarial Attacks on Deep
Learning},
booktitle = {Extended Abstracts of the 2020 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2020, Honolulu, HI, USA, April 25-30, 2020},
pages = {1--7},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3334480.3382977},
doi = {10.1145/3334480.3382977},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/DasPWHFRC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/WangTSPDHKC20,
author = {Zijie J. Wang and
Robert Turko and
Omar Shaikh and
Haekyu Park and
Nilaksh Das and
Fred Hohman and
Minsuk Kahng and
Duen Horng Chau},
editor = {Regina Bernhaupt and
Florian 'Floyd' Mueller and
David Verweij and
Josh Andres and
Joanna McGrenere and
Andy Cockburn and
Ignacio Avellino and
Alix Goguey and
Pernille Bj{\o}n and
Shengdong Zhao and
Briane Paul Samson and
Rafal Kocielnik},
title = {{CNN} 101: Interactive Visual Learning for Convolutional Neural Networks},
booktitle = {Extended Abstracts of the 2020 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2020, Honolulu, HI, USA, April 25-30, 2020},
pages = {1--7},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3334480.3382899},
doi = {10.1145/3334480.3382899},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/WangTSPDHKC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/DasCWGCC20,
author = {Nilaksh Das and
Sanya Chaba and
Renzhi Wu and
Sakshi Gandhi and
Duen Horng Chau and
Xu Chu},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {{GOGGLES:} Automatic Image Labeling with Affinity Coding},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {1717--1732},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3380592},
doi = {10.1145/3318464.3380592},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/DasCWGCC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/DasPWHFRC20,
author = {Nilaksh Das and
Haekyu Park and
Zijie J. Wang and
Fred Hohman and
Robert Firstman and
Emily Rogers and
Duen Horng (Polo) Chau},
title = {Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural
Networks},
booktitle = {31st {IEEE} Visualization Conference, {IEEE} {VIS} 2020 - Short Papers,
Virtual Event, USA, October 25-30, 2020},
pages = {271--275},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/VIS47514.2020.00061},
doi = {10.1109/VIS47514.2020.00061},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visualization/DasPWHFRC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-02004,
author = {Zijie J. Wang and
Robert Turko and
Omar Shaikh and
Haekyu Park and
Nilaksh Das and
Fred Hohman and
Minsuk Kahng and
Duen Horng Chau},
title = {{CNN} 101: Interactive Visual Learning for Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/2001.02004},
year = {2020},
url = {http://arxiv.org/abs/2001.02004},
eprinttype = {arXiv},
eprint = {2001.02004},
timestamp = {Mon, 13 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-02004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-07769,
author = {Nilaksh Das and
Haekyu Park and
Zijie J. Wang and
Fred Hohman and
Robert Firstman and
Emily Rogers and
Duen Horng Chau},
title = {Massif: Interactive Interpretation of Adversarial Attacks on Deep
Learning},
journal = {CoRR},
volume = {abs/2001.07769},
year = {2020},
url = {https://arxiv.org/abs/2001.07769},
eprinttype = {arXiv},
eprint = {2001.07769},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-07769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-15004,
author = {Zijie J. Wang and
Robert Turko and
Omar Shaikh and
Haekyu Park and
Nilaksh Das and
Fred Hohman and
Minsuk Kahng and
Duen Horng Chau},
title = {{CNN} Explainer: Learning Convolutional Neural Networks with Interactive
Visualization},
journal = {CoRR},
volume = {abs/2004.15004},
year = {2020},
url = {https://arxiv.org/abs/2004.15004},
eprinttype = {arXiv},
eprint = {2004.15004},
timestamp = {Sun, 03 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-15004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-02608,
author = {Nilaksh Das and
Haekyu Park and
Zijie J. Wang and
Fred Hohman and
Robert Firstman and
Emily Rogers and
Duen Horng Chau},
title = {Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural
Networks},
journal = {CoRR},
volume = {abs/2009.02608},
year = {2020},
url = {https://arxiv.org/abs/2009.02608},
eprinttype = {arXiv},
eprint = {2009.02608},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-02608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-04552,
author = {Nilaksh Das and
Sanya Chaba and
Sakshi Gandhi and
Duen Horng Chau and
Xu Chu},
title = {{GOGGLES:} Automatic Training Data Generation with Affinity Coding},
journal = {CoRR},
volume = {abs/1903.04552},
year = {2019},
url = {http://arxiv.org/abs/1903.04552},
eprinttype = {arXiv},
eprint = {1903.04552},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-04552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DasSCHLCKC18,
author = {Nilaksh Das and
Madhuri Shanbhogue and
Shang{-}Tse Chen and
Fred Hohman and
Siwei Li and
Li Chen and
Michael E. Kounavis and
Duen Horng Chau},
editor = {Yike Guo and
Faisal Farooq},
title = {{SHIELD:} Fast, Practical Defense and Vaccination for Deep Learning
using {JPEG} Compression},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {196--204},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219910},
doi = {10.1145/3219819.3219910},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DasSCHLCKC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DasSCCKC18,
author = {Nilaksh Das and
Madhuri Shanbhogue and
Shang{-}Tse Chen and
Li Chen and
Michael E. Kounavis and
Duen Horng Chau},
editor = {Ulf Brefeld and
Edward Curry and
Elizabeth Daly and
Brian MacNamee and
Alice Marascu and
Fabio Pinelli and
Michele Berlingerio and
Neil Hurley},
title = {{ADAGIO:} Interactive Experimentation with Adversarial Attack and
Defense for Audio},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11053},
pages = {677--681},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10997-4\_50},
doi = {10.1007/978-3-030-10997-4\_50},
timestamp = {Fri, 09 Apr 2021 18:44:22 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DasSCCKC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06816,
author = {Nilaksh Das and
Madhuri Shanbhogue and
Shang{-}Tse Chen and
Fred Hohman and
Siwei Li and
Li Chen and
Michael E. Kounavis and
Duen Horng Chau},
title = {Shield: Fast, Practical Defense and Vaccination for Deep Learning
using {JPEG} Compression},
journal = {CoRR},
volume = {abs/1802.06816},
year = {2018},
url = {http://arxiv.org/abs/1802.06816},
eprinttype = {arXiv},
eprint = {1802.06816},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11852,
author = {Nilaksh Das and
Madhuri Shanbhogue and
Shang{-}Tse Chen and
Li Chen and
Michael E. Kounavis and
Duen Horng Chau},
title = {{ADAGIO:} Interactive Experimentation with Adversarial Attack and
Defense for Audio},
journal = {CoRR},
volume = {abs/1805.11852},
year = {2018},
url = {http://arxiv.org/abs/1805.11852},
eprinttype = {arXiv},
eprint = {1805.11852},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DasSCHCKC17,
author = {Nilaksh Das and
Madhuri Shanbhogue and
Shang{-}Tse Chen and
Fred Hohman and
Li Chen and
Michael E. Kounavis and
Duen Horng Chau},
title = {Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning
with {JPEG} Compression},
journal = {CoRR},
volume = {abs/1705.02900},
year = {2017},
url = {http://arxiv.org/abs/1705.02900},
eprinttype = {arXiv},
eprint = {1705.02900},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DasSCHCKC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/GarveyDSNV16,
author = {Matthew Garvey and
Nilaksh Das and
Jiaxing Su and
Meghna Natraj and
Bhanu Verma},
editor = {Jeffrey Nichols and
Jalal Mahmud and
John O'Donovan and
Cristina Conati and
Massimo Zancanaro},
title = {{PASSAGE:} {A} Travel Safety Assistant with Safe Path Recommendations
for Pedestrians},
booktitle = {Companion Publication of the 21st International Conference on Intelligent
User Interfaces, {IUI} 2016, Sonoma, CA, USA, March 7-10, 2016},
pages = {84--87},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2876456.2879470},
doi = {10.1145/2876456.2879470},
timestamp = {Sun, 26 Nov 2023 00:57:51 +0100},
biburl = {https://dblp.org/rec/conf/iui/GarveyDSNV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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