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ORCIDBibTeX records: Youngmin Ro
@inproceedings{DBLP:conf/cvpr/YunCLR25,
author = {Seokju Yun and
Seunghye Chae and
Dongheon Lee and
Youngmin Ro},
title = {SoMA: Singular Value Decomposed Minor Components Adaptation for Domain
Generalizable Representation Learning},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2025, Nashville, TN, USA, June 11-15, 2025},
pages = {25602--25612},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2025},
url = {https://openaccess.thecvf.com/content/CVPR2025/html/Yun\_SoMA\_Singular\_Value\_Decomposed\_Minor\_Components\_Adaptation\_for\_Domain\_Generalizable\_CVPR\_2025\_paper.html},
doi = {10.1109/CVPR52734.2025.02384},
timestamp = {Wed, 20 Aug 2025 10:18:56 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/YunCLR25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-06671,
author = {Dongheon Lee and
Seokju Yun and
Youngmin Ro},
title = {Emulating Self-attention with Convolution for Efficient Image Super-Resolution},
journal = {CoRR},
volume = {abs/2503.06671},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.06671},
doi = {10.48550/ARXIV.2503.06671},
eprinttype = {arXiv},
eprint = {2503.06671},
timestamp = {Fri, 11 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-06671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YunR24,
author = {Seokju Yun and
Youngmin Ro},
title = {Strengthening Dynamic Convolution With Attention and Residual Connection
in Kernel Space},
journal = {{IEEE} Access},
volume = {12},
pages = {13626--13633},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3356064},
doi = {10.1109/ACCESS.2024.3356064},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/YunR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LeeJR24,
author = {Dongheon Lee and
Seungmyong Jeong and
Youngmin Ro},
title = {Arbitrary-Scale Downscaling of Tidal Current Data Using Implicit Continuous
Representation},
journal = {{IEEE} Access},
volume = {12},
pages = {151856--151863},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3478782},
doi = {10.1109/ACCESS.2024.3478782},
timestamp = {Wed, 06 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LeeJR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/JeongKKRC24,
author = {Yonghyun Jeong and
Doyeon Kim and
Pyounggeon Kim and
Youngmin Ro and
Jongwon Choi},
title = {Self-supervised scheme for generalizing {GAN} image detection},
journal = {Pattern Recognit. Lett.},
volume = {184},
pages = {219--224},
year = {2024},
url = {https://doi.org/10.1016/j.patrec.2024.06.030},
doi = {10.1016/J.PATREC.2024.06.030},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/JeongKKRC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/KimKRL24,
author = {Youngwook Kim and
Sehwan Kim and
Youngmin Ro and
Jungwoo Lee},
title = {Instance-Dependent Multilabel Noise Generation for Multilabel Remote
Sensing Image Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {17},
pages = {17087--17098},
year = {2024},
url = {https://doi.org/10.1109/JSTARS.2024.3454157},
doi = {10.1109/JSTARS.2024.3454157},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/KimKRL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YunR24,
author = {Seokju Yun and
Youngmin Ro},
title = {SHViT: Single-Head Vision Transformer with Memory Efficient Macro
Design},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2024, Seattle, WA, USA, June 16-22, 2024},
pages = {5756--5767},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CVPR52733.2024.00550},
doi = {10.1109/CVPR52733.2024.00550},
timestamp = {Sun, 19 Jan 2025 13:39:05 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/YunR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15893,
author = {Dongheon Lee and
Seungmyong Jeong and
Youngmin Ro},
title = {Arbitrary-Scale Downscaling of Tidal Current Data Using Implicit Continuous
Representation},
journal = {CoRR},
volume = {abs/2401.15893},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15893},
doi = {10.48550/ARXIV.2401.15893},
eprinttype = {arXiv},
eprint = {2401.15893},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16456,
author = {Seokju Yun and
Youngmin Ro},
title = {SHViT: Single-Head Vision Transformer with Memory Efficient Macro
Design},
journal = {CoRR},
volume = {abs/2401.16456},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16456},
doi = {10.48550/ARXIV.2401.16456},
eprinttype = {arXiv},
eprint = {2401.16456},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-11848,
author = {Dongheon Lee and
Seokju Yun and
Youngmin Ro},
title = {Partial Large Kernel CNNs for Efficient Super-Resolution},
journal = {CoRR},
volume = {abs/2404.11848},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.11848},
doi = {10.48550/ARXIV.2404.11848},
eprinttype = {arXiv},
eprint = {2404.11848},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-11848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02021,
author = {Seokju Yun and
Dongheon Lee and
Youngmin Ro},
title = {MetaMixer Is All You Need},
journal = {CoRR},
volume = {abs/2406.02021},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02021},
doi = {10.48550/ARXIV.2406.02021},
eprinttype = {arXiv},
eprint = {2406.02021},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-09674,
author = {Dongheon Lee and
Seokju Yun and
Youngmin Ro},
title = {Implicit Grid Convolution for Multi-Scale Image Super-Resolution},
journal = {CoRR},
volume = {abs/2408.09674},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.09674},
doi = {10.48550/ARXIV.2408.09674},
eprinttype = {arXiv},
eprint = {2408.09674},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-09674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-04077,
author = {Seokju Yun and
Seunghye Chae and
Dongheon Lee and
Youngmin Ro},
title = {SoRA: Singular Value Decomposed Low-Rank Adaptation for Domain Generalizable
Representation Learning},
journal = {CoRR},
volume = {abs/2412.04077},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.04077},
doi = {10.48550/ARXIV.2412.04077},
eprinttype = {arXiv},
eprint = {2412.04077},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-04077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07254,
author = {Seokju Yun and
Youngmin Ro},
title = {Dynamic Mobile-Former: Strengthening Dynamic Convolution with Attention
and Residual Connection in Kernel Space},
journal = {CoRR},
volume = {abs/2304.07254},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07254},
doi = {10.48550/ARXIV.2304.07254},
eprinttype = {arXiv},
eprint = {2304.07254},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/RoCHC22,
author = {Youngmin Ro and
Jongwon Choi and
Byeongho Heo and
Jin Young Choi},
title = {Rollback Ensemble With Multiple Local Minima in Fine-Tuning Deep Learning
Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {9},
pages = {4648--4660},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3059669},
doi = {10.1109/TNNLS.2021.3059669},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/RoCHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JeongKRC22,
author = {Yonghyun Jeong and
Doyeon Kim and
Youngmin Ro and
Jongwon Choi},
title = {FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {1060--1068},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i1.19990},
doi = {10.1609/AAAI.V36I1.19990},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JeongKRC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LeeKJR22,
author = {Jaewoo Lee and
Minjung Kim and
Yonghyun Jeong and
Youngmin Ro},
title = {Differentially Private Normalizing Flows for Synthetic Tabular Data
Generation},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {7345--7353},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i7.20697},
doi = {10.1609/AAAI.V36I7.20697},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LeeKJR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/JeongKRKC22,
author = {Yonghyun Jeong and
Doyeon Kim and
Youngmin Ro and
Pyounggeon Kim and
Jongwon Choi},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {FingerprintNet: Synthesized Fingerprints for Generated Image Detection},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XIV}},
series = {Lecture Notes in Computer Science},
volume = {13674},
pages = {76--94},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19781-9\_5},
doi = {10.1007/978-3-031-19781-9\_5},
timestamp = {Wed, 26 Oct 2022 09:56:20 +0200},
biburl = {https://dblp.org/rec/conf/eccv/JeongKRKC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-03347,
author = {Yonghyun Jeong and
Doyeon Kim and
Youngmin Ro and
Jongwon Choi},
title = {FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations},
journal = {CoRR},
volume = {abs/2202.03347},
year = {2022},
url = {https://arxiv.org/abs/2202.03347},
eprinttype = {arXiv},
eprint = {2202.03347},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-03347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RoC21,
author = {Youngmin Ro and
Jin Young Choi},
title = {AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning
of Deep Networks},
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 = {2486--2494},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i3.16350},
doi = {10.1609/AAAI.V35I3.16350},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RoC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-00740,
author = {Yonghyun Jeong and
Jooyoung Choi and
Sungwon Kim and
Youngmin Ro and
Tae{-}Hyun Oh and
Doyeon Kim and
Heonseok Ha and
Sungroh Yoon},
title = {{FICGAN:} Facial Identity Controllable {GAN} for De-identification},
journal = {CoRR},
volume = {abs/2110.00740},
year = {2021},
url = {https://arxiv.org/abs/2110.00740},
eprinttype = {arXiv},
eprint = {2110.00740},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-00740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06575,
author = {Yonghyun Jeong and
Doyeon Kim and
Pyounggeon Kim and
Youngmin Ro and
Jongwon Choi},
title = {Self-supervised {GAN} Detector},
journal = {CoRR},
volume = {abs/2111.06575},
year = {2021},
url = {https://arxiv.org/abs/2111.06575},
eprinttype = {arXiv},
eprint = {2111.06575},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RoC20,
author = {Youngmin Ro and
Jin Young Choi},
title = {Heterogeneous Double-Head Ensemble for Deep Metric Learning},
journal = {{IEEE} Access},
volume = {8},
pages = {118525--118533},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3004579},
doi = {10.1109/ACCESS.2020.3004579},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/RoC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06048,
author = {Youngmin Ro and
Jin Young Choi},
title = {Layer-wise Pruning and Auto-tuning of Layer-wise Learning Rates in
Fine-tuning of Deep Networks},
journal = {CoRR},
volume = {abs/2002.06048},
year = {2020},
url = {https://arxiv.org/abs/2002.06048},
eprinttype = {arXiv},
eprint = {2002.06048},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RoCJHL019,
author = {Youngmin Ro and
Jongwon Choi and
Dae Ung Jo and
Byeongho Heo and
Jongin Lim and
Jin Young Choi},
title = {Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network
for Person Re-Identification},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {8859--8867},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33018859},
doi = {10.1609/AAAI.V33I01.33018859},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/RoCJHL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06140,
author = {Youngmin Ro and
Jongwon Choi and
Dae Ung Jo and
Byeongho Heo and
Jongin Lim and
Jin Young Choi},
title = {Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network
for Person Re-Identification},
journal = {CoRR},
volume = {abs/1901.06140},
year = {2019},
url = {http://arxiv.org/abs/1901.06140},
eprinttype = {arXiv},
eprint = {1901.06140},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-06140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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