BibTeX records: Lukasz Lew

> Home > Persons > Lukasz Lew

download as .bib file

@inproceedings{DBLP:conf/cvpr/NeseemMHL0CHLRR24,
  author       = {Marina Neseem and
                  Conor McCullough and
                  Randy Hsin and
                  Chas Leichner and
                  Shan Li and
                  In Suk Chong and
                  Andrew G. Howard and
                  Lukasz Lew and
                  Sherief Reda and
                  Ville{-}Mikko Rautio and
                  Daniele Moro},
  title        = {PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural
                  Networks},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024},
  pages        = {15996--16005},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/CVPR52733.2024.01514},
  doi          = {10.1109/CVPR52733.2024.01514},
  timestamp    = {Sun, 19 Jan 2025 13:39:05 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/NeseemMHL0CHLRR24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2404-00103,
  author       = {Marina Neseem and
                  Conor McCullough and
                  Randy Hsin and
                  Chas Leichner and
                  Shan Li and
                  In Suk Chong and
                  Andrew G. Howard and
                  Lukasz Lew and
                  Sherief Reda and
                  Ville{-}Mikko Rautio and
                  Daniele Moro},
  title        = {PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural
                  Networks},
  journal      = {CoRR},
  volume       = {abs/2404.00103},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.00103},
  doi          = {10.48550/ARXIV.2404.00103},
  eprinttype   = {arXiv},
  eprint       = {2404.00103},
  timestamp    = {Wed, 08 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-00103.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2405-05171,
  author       = {Matt Schoenbauer and
                  Daniele Moro and
                  Lukasz Lew and
                  Andrew Howard},
  title        = {Custom Gradient Estimators are Straight-Through Estimators in Disguise},
  journal      = {CoRR},
  volume       = {abs/2405.05171},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.05171},
  doi          = {10.48550/ARXIV.2405.05171},
  eprinttype   = {arXiv},
  eprint       = {2405.05171},
  timestamp    = {Thu, 13 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2405-05171.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2409-09245,
  author       = {Chengxi Ye and
                  Grace Chu and
                  Yanfeng Liu and
                  Yichi Zhang and
                  Lukasz Lew and
                  Andrew G. Howard},
  title        = {Robust Training of Neural Networks at Arbitrary Precision and Sparsity},
  journal      = {CoRR},
  volume       = {abs/2409.09245},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2409.09245},
  doi          = {10.48550/ARXIV.2409.09245},
  eprinttype   = {arXiv},
  eprint       = {2409.09245},
  timestamp    = {Sat, 12 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2409-09245.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/0006GCLGZF23,
  author       = {Yichi Zhang and
                  Ankush Garg and
                  Yuan Cao and
                  Lukasz Lew and
                  Behrooz Ghorbani and
                  Zhiru Zhang and
                  Orhan Firat},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Binarized Neural Machine Translation},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/bd1fc5cbedfe4d90d0ac2d23966fa27e-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/0006GCLGZF23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2302-04907,
  author       = {Yichi Zhang and
                  Ankush Garg and
                  Yuan Cao and
                  Lukasz Lew and
                  Behrooz Ghorbani and
                  Zhiru Zhang and
                  Orhan Firat},
  title        = {Binarized Neural Machine Translation},
  journal      = {CoRR},
  volume       = {abs/2302.04907},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.04907},
  doi          = {10.48550/ARXIV.2302.04907},
  eprinttype   = {arXiv},
  eprint       = {2302.04907},
  timestamp    = {Thu, 24 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-04907.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/ZhangZL22,
  author       = {Yichi Zhang and
                  Zhiru Zhang and
                  Lukasz Lew},
  title        = {PokeBNN: {A} Binary Pursuit of Lightweight Accuracy},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
  pages        = {12465--12475},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CVPR52688.2022.01215},
  doi          = {10.1109/CVPR52688.2022.01215},
  timestamp    = {Sun, 19 Jan 2025 13:39:04 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhangZL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/interspeech/DingMHLAR22,
  author       = {Shaojin Ding and
                  Phoenix Meadowlark and
                  Yanzhang He and
                  Lukasz Lew and
                  Shivani Agrawal and
                  Oleg Rybakov},
  editor       = {Hanseok Ko and
                  John H. L. Hansen},
  title        = {4-bit Conformer with Native Quantization Aware Training for Speech
                  Recognition},
  booktitle    = {23rd Annual Conference of the International Speech Communication Association,
                  Interspeech 2022, Incheon, Korea, September 18-22, 2022},
  pages        = {1711--1715},
  publisher    = {{ISCA}},
  year         = {2022},
  url          = {https://doi.org/10.21437/Interspeech.2022-10809},
  doi          = {10.21437/INTERSPEECH.2022-10809},
  timestamp    = {Tue, 11 Jun 2024 16:45:43 +0200},
  biburl       = {https://dblp.org/rec/conf/interspeech/DingMHLAR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2203-15952,
  author       = {Shaojin Ding and
                  Phoenix Meadowlark and
                  Yanzhang He and
                  Lukasz Lew and
                  Shivani Agrawal and
                  Oleg Rybakov},
  title        = {4-bit Conformer with Native Quantization Aware Training for Speech
                  Recognition},
  journal      = {CoRR},
  volume       = {abs/2203.15952},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.15952},
  doi          = {10.48550/ARXIV.2203.15952},
  eprinttype   = {arXiv},
  eprint       = {2203.15952},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-15952.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/AbdolrashidiWAM21,
  author       = {AmirAli Abdolrashidi and
                  Lisa Wang and
                  Shivani Agrawal and
                  Jonathan Malmaud and
                  Oleg Rybakov and
                  Chas Leichner and
                  Lukasz Lew},
  title        = {Pareto-Optimal Quantized ResNet Is Mostly 4-Bit},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
                  {CVPR} Workshops 2021, virtual, June 19-25, 2021},
  pages        = {3091--3099},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021},
  url          = {https://openaccess.thecvf.com/content/CVPR2021W/ECV/html/Abdolrashidi\_Pareto-Optimal\_Quantized\_ResNet\_Is\_Mostly\_4-Bit\_CVPRW\_2021\_paper.html},
  doi          = {10.1109/CVPRW53098.2021.00345},
  timestamp    = {Mon, 18 Jul 2022 16:47:41 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/AbdolrashidiWAM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2105-03536,
  author       = {AmirAli Abdolrashidi and
                  Lisa Wang and
                  Shivani Agrawal and
                  Jonathan Malmaud and
                  Oleg Rybakov and
                  Chas Leichner and
                  Lukasz Lew},
  title        = {Pareto-Optimal Quantized ResNet Is Mostly 4-bit},
  journal      = {CoRR},
  volume       = {abs/2105.03536},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.03536},
  eprinttype   = {arXiv},
  eprint       = {2105.03536},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-03536.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2112-00133,
  author       = {Yichi Zhang and
                  Zhiru Zhang and
                  Lukasz Lew},
  title        = {PokeBNN: {A} Binary Pursuit of Lightweight Accuracy},
  journal      = {CoRR},
  volume       = {abs/2112.00133},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.00133},
  eprinttype   = {arXiv},
  eprint       = {2112.00133},
  timestamp    = {Thu, 24 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-00133.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/BaylorBCFFHHIJK17,
  author       = {Denis Baylor and
                  Eric Breck and
                  Heng{-}Tze Cheng and
                  Noah Fiedel and
                  Chuan Yu Foo and
                  Zakaria Haque and
                  Salem Haykal and
                  Mustafa Ispir and
                  Vihan Jain and
                  Levent Koc and
                  Chiu Yuen Koo and
                  Lukasz Lew and
                  Clemens Mewald and
                  Akshay Naresh Modi and
                  Neoklis Polyzotis and
                  Sukriti Ramesh and
                  Sudip Roy and
                  Steven Euijong Whang and
                  Martin Wicke and
                  Jarek Wilkiewicz and
                  Xin Zhang and
                  Martin Zinkevich},
  title        = {{TFX:} {A} TensorFlow-Based Production-Scale Machine Learning Platform},
  booktitle    = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
                  - 17, 2017},
  pages        = {1387--1395},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3097983.3098021},
  doi          = {10.1145/3097983.3098021},
  timestamp    = {Fri, 25 Dec 2020 01:14:16 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/BaylorBCFFHHIJK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/rsfdgrc/SurajGL11,
  author       = {Zbigniew Suraj and
                  Piotr Grochowalski and
                  Lukasz Lew},
  editor       = {Sergei O. Kuznetsov and
                  Dominik Slezak and
                  Daryl H. Hepting and
                  Boris G. Mirkin},
  title        = {Pawlak Collaboration Graph and Its Properties},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 13th
                  International Conference, RSFDGrC 2011, Moscow, Russia, June 25-27,
                  2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6743},
  pages        = {365--368},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21881-1\_56},
  doi          = {10.1007/978-3-642-21881-1\_56},
  timestamp    = {Sun, 02 Nov 2025 21:27:51 +0100},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/SurajGL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/rskt/SurajGL11,
  author       = {Zbigniew Suraj and
                  Piotr Grochowalski and
                  Lukasz Lew},
  editor       = {Jingtao Yao and
                  Sheela Ramanna and
                  Guoyin Wang and
                  Zbigniew Suraj},
  title        = {Discovering Patterns of Collaboration in Rough Set Research: Statistical
                  and Graph-Theoretical Approach},
  booktitle    = {Rough Sets and Knowledge Technology - 6th International Conference,
                  {RSKT} 2011, Banff, Canada, October 9-12, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6954},
  pages        = {238--247},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24425-4\_33},
  doi          = {10.1007/978-3-642-24425-4\_33},
  timestamp    = {Sun, 21 Jun 2026 17:20:28 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/SurajGL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cg/PawlewiczL06,
  author       = {Jakub Pawlewicz and
                  Lukasz Lew},
  editor       = {H. Jaap van den Herik and
                  Paolo Ciancarini and
                  H. H. L. M. Donkers},
  title        = {Improving Depth-First PN-Search: 1 + \emph{epsilon} Trick},
  booktitle    = {Computers and Games, 5th International Conference, {CG} 2006, Turin,
                  Italy, May 29-31, 2006. Revised Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4630},
  pages        = {160--171},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-3-540-75538-8\_14},
  doi          = {10.1007/978-3-540-75538-8\_14},
  timestamp    = {Fri, 27 Mar 2020 08:58:14 +0100},
  biburl       = {https://dblp.org/rec/conf/cg/PawlewiczL06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.

last updated on 2025-11-22 05:35 CET by the dblp team

all metadata released as open data under CC0 1.0 license

see also: Terms of Use | Privacy Policy | Imprint

dblp was originally created in 1993 at:

since 2018, dblp has been operated, funded, and maintained by:

Schloss Dagstuhl - Leibniz Center for Informatics is a member of the Leibniz Association and is funded by the federal government of Germany and the states of Germany, especially Saarland and Rhineland‑Palatinate.