Difference between revisions of "Donghoon Han"
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Revision as of 14:26, 16 March 2023
[[file:| 200px]] | Donghoon Han (한동훈)
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Research Interests
Deep Learning, Computer Vision, Generative Model, Vision-Language (Multimodal)
Education
-
Mar. 2021 ~ Present:
- M.S./Ph.D. Student, Interdisciplinary Program in Artificial Intelligence, College of Engineering, Seoul National University, Korea.
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Feb. 2021:
- B.S., International Studies / Computer Science, Kyunghee University, Korea.
Publications
- International Conferences
- Seunghyeon Seo, Donghoon Han*, Yeonjin Chang*, Nojun Kwak, "MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs", IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023 (CVPR 2023), Jun. 2023, * indicates equal contribution.
- Chaerin Kong, Jeesoo Kim, Donghoon Han, Nojun Kwak, "Few-Shot Image Generation with Mixup-Based Distance Learning", European Conference on Computer Vision (ECCV 2022), Oct. 2022
- Saem Park, Donghoon Han, Nojun Kwak, "The U-Net based GLOW for Optical-Flow-free Video Interframe Generation", Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2022), Feb. 2022
- International Conferences
- SeongUk Park*, Jookyung Song*, Donghoon Han, Nojun Kwak, "Correlation-Concealing Adversarial Noise Injection for Improved Disentanglement in Label-Based Image Translation", IEEE Access, March 2023.
- Under Review
Projects
- 멀티모달 사전학습 모델 기술 연구, May. 2022 ~ Present
- 자기지도 학습에 의한 시각적 상식으로 영상에서 보이지 않는 부분을 복원하는 기술, Apr. 2021 ~ Apr. 2022
- AI 기반 PD 판정 시스템 개발, Mar. 2021 ~ Aug. 2021