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ORCIDBibTeX records: Kibok Lee
@article{DBLP:journals/corr/abs-2312-16424,
author = {Seunghan Lee and
Taeyoung Park and
Kibok Lee},
title = {Soft Contrastive Learning for Time Series},
journal = {CoRR},
volume = {abs/2312.16424},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.16424},
doi = {10.48550/ARXIV.2312.16424},
eprinttype = {arXiv},
eprint = {2312.16424},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-16424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-16427,
author = {Seunghan Lee and
Taeyoung Park and
Kibok Lee},
title = {Learning to Embed Time Series Patches Independently},
journal = {CoRR},
volume = {abs/2312.16427},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.16427},
doi = {10.48550/ARXIV.2312.16427},
eprinttype = {arXiv},
eprint = {2312.16427},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-16427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LeeYCCSRD22,
author = {Kibok Lee and
Hao Yang and
Satyaki Chakraborty and
Zhaowei Cai and
Gurumurthy Swaminathan and
Avinash Ravichandran and
Onkar Dabeer},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Rethinking Few-Shot Object Detection on a Multi-Domain Benchmark},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XX}},
series = {Lecture Notes in Computer Science},
volume = {13680},
pages = {366--382},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20044-1\_21},
doi = {10.1007/978-3-031-20044-1\_21},
timestamp = {Fri, 21 Oct 2022 19:54:55 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LeeYCCSRD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11169,
author = {Kibok Lee and
Hao Yang and
Satyaki Chakraborty and
Zhaowei Cai and
Gurumurthy Swaminathan and
Avinash Ravichandran and
Onkar Dabeer},
title = {Rethinking Few-Shot Object Detection on a Multi-Domain Benchmark},
journal = {CoRR},
volume = {abs/2207.11169},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11169},
doi = {10.48550/ARXIV.2207.11169},
eprinttype = {arXiv},
eprint = {2207.11169},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-05654,
author = {Achin Jain and
Kibok Lee and
Gurumurthy Swaminathan and
Hao Yang and
Bernt Schiele and
Avinash Ravichandran and
Onkar Dabeer},
title = {ComplETR: Reducing the cost of annotations for object detection in
dense scenes with vision transformers},
journal = {CoRR},
volume = {abs/2209.05654},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.05654},
doi = {10.48550/ARXIV.2209.05654},
eprinttype = {arXiv},
eprint = {2209.05654},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-05654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LeeZSLSL21,
author = {Kibok Lee and
Yian Zhu and
Kihyuk Sohn and
Chun{-}Liang Li and
Jinwoo Shin and
Honglak Lee},
title = {i-Mix: {A} Domain-Agnostic Strategy for Contrastive Representation
Learning},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=T6AxtOaWydQ},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LeeZSLSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeLLLS21,
author = {Hankook Lee and
Kibok Lee and
Kimin Lee and
Honglak Lee and
Jinwoo Shin},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Improving Transferability of Representations via Augmentation-Aware
Self-Supervision},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17710--17722},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/94130ea17023c4837f0dcdda95034b65-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeeLLLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-09613,
author = {Hankook Lee and
Kibok Lee and
Kimin Lee and
Honglak Lee and
Jinwoo Shin},
title = {Improving Transferability of Representations via Augmentation-Aware
Self-Supervision},
journal = {CoRR},
volume = {abs/2111.09613},
year = {2021},
url = {https://arxiv.org/abs/2111.09613},
eprinttype = {arXiv},
eprint = {2111.09613},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-09613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Lee20,
author = {Kibok Lee},
title = {Robust Deep Learning in the Open World with Lifelong Learning and
Representation Learning},
school = {University of Michigan, {USA}},
year = {2020},
url = {https://hdl.handle.net/2027.42/162981},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Lee20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LeeLSL20,
author = {Kimin Lee and
Kibok Lee and
Jinwoo Shin and
Honglak Lee},
title = {Network Randomization: {A} Simple Technique for Generalization in
Deep Reinforcement Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HJgcvJBFvB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LeeLSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11626,
author = {Kibok Lee and
Zhuoyuan Chen and
Xinchen Yan and
Raquel Urtasun and
Ersin Yumer},
title = {ShapeAdv: Generating Shape-Aware Adversarial 3D Point Clouds},
journal = {CoRR},
volume = {abs/2005.11626},
year = {2020},
url = {https://arxiv.org/abs/2005.11626},
eprinttype = {arXiv},
eprint = {2005.11626},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08887,
author = {Kibok Lee and
Yian Zhu and
Kihyuk Sohn and
Chun{-}Liang Li and
Jinwoo Shin and
Honglak Lee},
title = {i-Mix: {A} Strategy for Regularizing Contrastive Representation Learning},
journal = {CoRR},
volume = {abs/2010.08887},
year = {2020},
url = {https://arxiv.org/abs/2010.08887},
eprinttype = {arXiv},
eprint = {2010.08887},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LeeLSL19,
author = {Kibok Lee and
Kimin Lee and
Jinwoo Shin and
Honglak Lee},
title = {Incremental Learning with Unlabeled Data in the Wild},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {29--32},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/Uncertainty\_and\_Robustness\_in\_Deep\_Visual\_Learning/Lee\_Incremental\_Learning\_with\_Unlabeled\_Data\_in\_the\_Wild\_CVPRW\_2019\_paper.html},
timestamp = {Mon, 30 Aug 2021 17:04:30 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LeeLSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LeeLSL19,
author = {Kibok Lee and
Kimin Lee and
Jinwoo Shin and
Honglak Lee},
title = {Overcoming Catastrophic Forgetting With Unlabeled Data in the Wild},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {312--321},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00040},
doi = {10.1109/ICCV.2019.00040},
timestamp = {Thu, 05 Mar 2020 10:01:04 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LeeLSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeYLLLS19,
author = {Kimin Lee and
Sukmin Yun and
Kibok Lee and
Honglak Lee and
Bo Li and
Jinwoo Shin},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Robust Inference via Generative Classifiers for Handling Noisy Labels},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3763--3772},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/lee19f.html},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeeYLLLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11300,
author = {Kimin Lee and
Sukmin Yun and
Kibok Lee and
Honglak Lee and
Bo Li and
Jinwoo Shin},
title = {Robust Inference via Generative Classifiers for Handling Noisy Labels},
journal = {CoRR},
volume = {abs/1901.11300},
year = {2019},
url = {http://arxiv.org/abs/1901.11300},
eprinttype = {arXiv},
eprint = {1901.11300},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-11300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-12648,
author = {Kibok Lee and
Kimin Lee and
Jinwoo Shin and
Honglak Lee},
title = {Incremental Learning with Unlabeled Data in the Wild},
journal = {CoRR},
volume = {abs/1903.12648},
year = {2019},
url = {http://arxiv.org/abs/1903.12648},
eprinttype = {arXiv},
eprint = {1903.12648},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-12648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05396,
author = {Kimin Lee and
Kibok Lee and
Jinwoo Shin and
Honglak Lee},
title = {A Simple Randomization Technique for Generalization in Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1910.05396},
year = {2019},
url = {http://arxiv.org/abs/1910.05396},
eprinttype = {arXiv},
eprint = {1910.05396},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LeeLMZSL18,
author = {Kibok Lee and
Kimin Lee and
Kyle Min and
Yuting Zhang and
Jinwoo Shin and
Honglak Lee},
title = {Hierarchical Novelty Detection for Visual Object Recognition},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {1034--1042},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Lee\_Hierarchical\_Novelty\_Detection\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00114},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LeeLMZSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LeeLLS18,
author = {Kimin Lee and
Honglak Lee and
Kibok Lee and
Jinwoo Shin},
title = {Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution
Samples},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=ryiAv2xAZ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LeeLLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeLLS18,
author = {Kimin Lee and
Kibok Lee and
Honglak Lee and
Jinwoo Shin},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {A Simple Unified Framework for Detecting Out-of-Distribution Samples
and Adversarial Attacks},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7167--7177},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/abdeb6f575ac5c6676b747bca8d09cc2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeeLLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00722,
author = {Kibok Lee and
Kimin Lee and
Kyle Min and
Yuting Zhang and
Jinwoo Shin and
Honglak Lee},
title = {Hierarchical Novelty Detection for Visual Object Recognition},
journal = {CoRR},
volume = {abs/1804.00722},
year = {2018},
url = {http://arxiv.org/abs/1804.00722},
eprinttype = {arXiv},
eprint = {1804.00722},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03888,
author = {Kimin Lee and
Kibok Lee and
Honglak Lee and
Jinwoo Shin},
title = {A Simple Unified Framework for Detecting Out-of-Distribution Samples
and Adversarial Attacks},
journal = {CoRR},
volume = {abs/1807.03888},
year = {2018},
url = {http://arxiv.org/abs/1807.03888},
eprinttype = {arXiv},
eprint = {1807.03888},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GilbertZLZL17,
author = {Anna C. Gilbert and
Yi Zhang and
Kibok Lee and
Yuting Zhang and
Honglak Lee},
editor = {Carles Sierra},
title = {Towards Understanding the Invertibility of Convolutional Neural Networks},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {1703--1710},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/236},
doi = {10.24963/IJCAI.2017/236},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GilbertZLZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GilbertZLZL17,
author = {Anna C. Gilbert and
Yi Zhang and
Kibok Lee and
Yuting Zhang and
Honglak Lee},
title = {Towards Understanding the Invertibility of Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1705.08664},
year = {2017},
url = {http://arxiv.org/abs/1705.08664},
eprinttype = {arXiv},
eprint = {1705.08664},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GilbertZLZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09325,
author = {Kimin Lee and
Honglak Lee and
Kibok Lee and
Jinwoo Shin},
title = {Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution
Samples},
journal = {CoRR},
volume = {abs/1711.09325},
year = {2017},
url = {http://arxiv.org/abs/1711.09325},
eprinttype = {arXiv},
eprint = {1711.09325},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangLL16,
author = {Yuting Zhang and
Kibok Lee and
Honglak Lee},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Augmenting Supervised Neural Networks with Unsupervised Objectives
for Large-scale Image Classification},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {612--621},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/zhangc16.html},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangLL16,
author = {Yuting Zhang and
Kibok Lee and
Honglak Lee},
title = {Augmenting Supervised Neural Networks with Unsupervised Objectives
for Large-scale Image Classification},
journal = {CoRR},
volume = {abs/1606.06582},
year = {2016},
url = {http://arxiv.org/abs/1606.06582},
eprinttype = {arXiv},
eprint = {1606.06582},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LeeK15,
author = {Kibok Lee and
Junmo Kim},
editor = {Blai Bonet and
Sven Koenig},
title = {On the Equivalence of Linear Discriminant Analysis and Least Squares},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2736--2742},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9544},
doi = {10.1609/AAAI.V29I1.9544},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LeeK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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