From Prompts to Deployment: Auto-Curated Domain-Specific Dataset Generation via Diffusion Models.

Dongsik Yoon

Dongsik Yoon Jongeun Kim From Prompts to Deployment: Auto-Curated Domain-Specific Dataset Generation via Diffusion Models. 2026 January abs/2601.08095 CoRR https://doi.org/10.48550/arXiv.2601.08095 db/journals/corr/corr2601.html#abs-2601-08095 streams/journals/corr

Dongsik Yoon Jongeun Kim Dayeon Lee Resource-Efficient RGB-Only Action Recognition for Edge Deployment. 2026 February abs/2602.10818 CoRR https://doi.org/10.48550/arXiv.2602.10818 db/journals/corr/corr2602.html#abs-2602-10818 streams/journals/corr

Hyungkoo Kim Chulseoung Chae Byeolhee Sim Dongsik Yoon Jeonghoon Kang Posters: Edge AI-Based Integrated Model Architecture for Optimization of Semiconductor ALD Processes: Real-Time Feedback and Model Update Framework for Thin Film Quality Control. 597-598 2025 MobiSys https://doi.org/10.1145/3711875.3734557 conf/mobisys/2025 db/conf/mobisys/mobisys2025.html#KimCSYK25

Dongsik Yoon Jongeun Kim Your Super Resolution Model is not Enough for Tackling Real-World Scenarios. 2025 September abs/2509.06387 CoRR https://doi.org/10.48550/arXiv.2509.06387 db/journals/corr/corr2509.html#abs-2509-06387 streams/journals/corr

Yuanming Li Dongsik Yoon Bonhwa Ku Hanseok Ko ConSeisGen: Controllable Synthetic Seismic Waveform Generation. 1-5 2024 21 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2023.3338652 db/journals/lgrs/lgrs21.html#LiYKK24

Chulseoung Chae Hyunggoo Kim Byeolhee Sim Dongsik Yoon Jeonghoon Kang Poster: Real-Time Data-Driven Optimization in Semiconductor Manufacturing: An Edge-Computing System Architecture for Continuous Model Improvement. 630-631 2024 MobiSys https://doi.org/10.1145/3643832.3661393 conf/mobisys/2024 db/conf/mobisys/mobisys2024.html#ChaeKSYK24 Dongsik Yoon Jongeun Kim Seonggeun Song Yejin Lee 0013 Gunhee Lee OverallNet: Scale-Arbitrary Lightweight SR Model for handling 360° Panoramic Images. 57:1-57:2 2024 SIGGRAPH Asia Posters https://doi.org/10.1145/3681756.3697939 conf/siggrapha/2024posters db/conf/siggrapha/siggrapha2024posters.html#YoonKSLL24

Dongsik Yoon Jineui Kim Vincent Lorant Sungku Kang Manipulation of Age Variation Using StyleGAN Inversion and Fine-Tuning. 131475-131486 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3336401 db/journals/access/access11.html#YoonKLK23

Dongsik Yoon Yuanming Li Bonhwa Ku Hanseok Ko Estimation of Magnitude and Epicentral Distance From Seismic Waves Using Deeper CRNN. 1-5 2023 20 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/lgrs.2023.3234299 db/journals/lgrs/lgrs20.html#YoonLKK23

Dongsik Yoon Jeong-gi Kwak Yuanming Li David K. Han Youngsaeng Jin Hanseok Ko Reference Guided Image Inpainting using Facial Attributes. 2023 abs/2301.08044 CoRR https://doi.org/10.48550/arXiv.2301.08044 db/journals/corr/corr2301.html#abs-2301-08044

Dongsik Yoon Jeong-gi Kwak Yuanming Li David K. Han Hanseok Ko DIFAI: Diverse Facial Inpainting using StyleGAN Inversion. 2023 abs/2301.08443 CoRR https://doi.org/10.48550/arXiv.2301.08443 db/journals/corr/corr2301.html#abs-2301-08443

Jeong-gi Kwak Yuanming Li Dongsik Yoon Donghyeon Kim David K. Han Hanseok Ko Injecting 3D Perception of Controllable NeRF-GAN into StyleGAN for Editable Portrait Image Synthesis. 236-253 2022 ECCV (17) https://doi.org/10.1007/978-3-031-19790-1_15 conf/eccv/2022-17 db/conf/eccv/eccv2022-17.html#KwakLYKHK22 Dongsik Yoon Jeong-gi Kwak Yuanming Li David K. Han Hanseok Ko DIFAI: Diverse Facial Inpainting using StyleGAN Inversion. 1141-1145 2022 ICIP https://doi.org/10.1109/ICIP46576.2022.9898012 conf/icip/2022 db/conf/icip/icip2022.html#YoonKLHK22

Jeong-gi Kwak Yuanming Li Dongsik Yoon David K. Han Hanseok Ko Generate and Edit Your Own Character in a Canonical View. 2022 abs/2205.02974 CoRR https://doi.org/10.48550/arXiv.2205.02974 db/journals/corr/corr2205.html#abs-2205-02974

Jeong-gi Kwak Youngsaeng Jin Yuanming Li Dongsik Yoon Donghyeon Kim Hanseok Ko Adverse Weather Image Translation with Asymmetric and Uncertainty-aware GAN. 96 2021 BMVC https://www.bmvc2021-virtualconference.com/assets/papers/1443.pdf conf/bmvc/2021 db/conf/bmvc/bmvc2021.html#KwakJLYKK21 Yuanming Li Jeong-gi Kwak Dongsik Yoon Youngsaeng Jin David K. Han Hanseok Ko Adaptive Content Feature Enhancement GAN for Multimodal Selfie to Anime Translation. 411 2021 BMVC https://www.bmvc2021-virtualconference.com/assets/papers/1231.pdf conf/bmvc/2021 db/conf/bmvc/bmvc2021.html#LiKYJHK21 Dongsik Yoon Youngsaeng Jin Jeong-gi Kwak Yuanming Li David K. Han Hanseok Ko Reference Guided Image Inpainting using Facial Attributes. 85 2021 BMVC https://www.bmvc2021-virtualconference.com/assets/papers/1267.pdf conf/bmvc/2021 db/conf/bmvc/bmvc2021.html#YoonJKLHK21

Jeong-gi Kwak Youngsaeng Jin Yuanming Li Dongsik Yoon Donghyeon Kim Hanseok Ko Adverse Weather Image Translation with Asymmetric and Uncertainty-aware GAN. 2021 abs/2112.04283 CoRR https://arxiv.org/abs/2112.04283 db/journals/corr/corr2112.html#abs-2112-04283

Heejae Kim Jiyong Han Seong-Hwan Kim 0002 Jisoo Choi Dongsik Yoon Minsu Jeon Eunjoo Yang Nhat Pham Sungpil Woo Jeongkyu Park Daeyoung Kim 0001 Chan-Hyun Youn IsV2C: An Integrated Road Traffic-Network-Cloud Simulator for V2C Connected Car Services. 434-441 2017 SCC https://doi.org/10.1109/SCC.2017.62 https://doi.ieeecomputersociety.org/10.1109/SCC.2017.62 conf/IEEEscc/2017 db/conf/IEEEscc/scc2017.html#KimHKCYJYPWP0Y17 Dongsik Yoon Seong-Hwan Kim 0002 Dong-Ki Kang Chan-Hyun Youn Hybrid Workflow Management in Cloud Broker System. 145-155 2015 CloudComp https://doi.org/10.1007/978-3-319-38904-2_15 conf/cloudcomp/2015 db/conf/cloudcomp/cloudcomp2015.html#YoonKKY15 Chulseoung Chae Jisoo Choi David K. Han Jiyong Han Minsu Jeon Youngsaeng Jin Dong-Ki Kang Jeonghoon Kang Sungku Kang Daeyoung Kim 0001 Donghyeon Kim Heejae Kim Hyunggoo Kim Hyungkoo Kim Jineui Kim Jongeun Kim Seong-Hwan Kim 0002 Hanseok Ko Bonhwa Ku Jeong-gi Kwak Dayeon Lee Gunhee Lee Yejin Lee 0013 Yuanming Li Vincent Lorant Jeongkyu Park Nhat Pham Byeolhee Sim Seonggeun Song Sungpil Woo Eunjoo Yang Chan-Hyun Youn