Difference between revisions of "Donghoon Han"
From MIPAL
(→Publications) |
|||
(13 intermediate revisions by one user not shown) | |||
Line 3: | Line 3: | ||
| style="width: 200px;" |[[file:| 200px]] | | style="width: 200px;" |[[file:| 200px]] | ||
| <font size = 5> '''[[Donghoon Han]] (한동훈)'''</font><br><br> | | <font size = 5> '''[[Donghoon Han]] (한동훈)'''</font><br><br> | ||
− | : 경희대학교 국제학과/컴퓨터공학과 졸업 <br> | + | : 서울대학교 협동과정 인공지능전공 석박사통합과정 (2021.03~) <br> |
− | + | : 경희대학교 국제학과/컴퓨터공학과 졸업 (2021.02) <br> | |
− | :e-mail: dhk1349 | + | <br> |
− | :[https://scholar.google.com/citations?hl=ko&user=BKlC7TQAAAAJ google scholar] | + | :e-mail: dhk1349(a_t)snu(d_ot)ac(do_t)kr <br> |
+ | :[https://scholar.google.com/citations?hl=ko&user=BKlC7TQAAAAJ google scholar] [https://linkedin.com/in/dhk1349 LinkedIn] | ||
|} | |} | ||
+ | == '''Research Interests''' == | ||
+ | Deep Learning, Computer Vision, Generative Model, Vision-Language (Multimodal) | ||
+ | |||
+ | == '''Education''' == | ||
+ | <ul> | ||
+ | |||
+ | <li> | ||
+ | Mar. 2021 ~ Present: | ||
+ | :M.S./Ph.D. Student, Interdisciplinary Program in Artificial Intelligence, College of Engineering, Seoul National University, Korea. | ||
+ | </li> | ||
+ | |||
+ | <li> | ||
+ | Feb. 2021: | ||
+ | :B.S., International Studies / Computer Science, Kyunghee University, Korea. | ||
+ | </li> | ||
+ | |||
+ | </ul> | ||
+ | |||
+ | == '''Publications''' == | ||
+ | |||
+ | :<font size = 4>'''International Conferences''' </font><br> | ||
+ | <ul> | ||
+ | |||
+ | <li> Seunghyeon Seo, '''Donghoon Han*''', Yeonjin Chang*, Nojun Kwak, "[https://arxiv.org/abs/2302.08788 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. | ||
+ | </li> | ||
+ | |||
+ | <li> | ||
+ | Chaerin Kong, Jeesoo Kim, '''Donghoon Han''', Nojun Kwak, "[https://arxiv.org/abs/2111.11672 Few-Shot Image Generation with Mixup-Based Distance Learning]", European Conference on Computer Vision ('''ECCV 2022'''), Oct. 2022 | ||
+ | </li> | ||
+ | |||
+ | <li> | ||
+ | Saem Park, '''Donghoon Han''', Nojun Kwak, "[https://arxiv.org/abs/2103.09576 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 | ||
+ | </li> | ||
+ | |||
+ | </ul> | ||
+ | |||
+ | <br> | ||
+ | :<font size = 4>'''International Journal''' </font><br> | ||
+ | <ul> | ||
+ | <li> | ||
+ | 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. | ||
+ | </li> | ||
+ | |||
+ | </ul> | ||
+ | |||
+ | |||
+ | :<font size = 4>'''Under Review''' </font><br> | ||
+ | <ul> | ||
+ | |||
+ | </ul> | ||
+ | |||
+ | == '''Projects''' == | ||
+ | <ul> | ||
+ | |||
+ | <li> | ||
+ | 멀티모달 사전학습 모델 기술 연구, May. 2022 ~ Mar. 2023 | ||
+ | </li> | ||
+ | |||
+ | <li> | ||
+ | 자기지도 학습에 의한 시각적 상식으로 영상에서 보이지 않는 부분을 복원하는 기술, Apr. 2021 ~ Apr. 2022 | ||
+ | </li> | ||
+ | |||
+ | <li> | ||
+ | AI 기반 PD 판정 시스템 개발, Mar. 2021 ~ Aug. 2021 | ||
+ | </li> | ||
+ | |||
+ | </ul> |
Latest revision as of 19:49, 16 March 2023
[[file:| 200px]] | Donghoon Han (한동훈)
|
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.
-
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 Journal
- 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 ~ Mar. 2023
- 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