Donghoon Han

[[file:\| 200px]]	Donghoon Han (한동훈) 서울대학교 협동과정 인공지능전공 석박사통합과정 (2021.03~) 경희대학교 국제학과/컴퓨터공학과 졸업 (2021.02) e-mail: dhk1349(a_t)snu(d_ot)ac(do_t)kr google scholar LinkedIn

Research Interests

Deep Learning, Computer Vision, Generative Model, Vision-Language (Multimodal)

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.

International Conferences

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 2021), Oct. 2021

Under Review

Seunghyeon Seo, Donghoon Han*, Yeonjin Chang*, Nojun Kwak, "MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs", * indicates equal contribution.
Seunghyeon Seo, Jaeyoung Yoo, Jihye Hwang, Nojun Kwak, "MDPose: Real-Time Multi-Person Pose Estimation via Mixture Density Model"
Jaeyoung Yoo*, Hojun Lee*, Seunghyeon Seo, Inseop Chung, Nojun Kwak, "Sparse MDOD: Training End-to-End Multi-Object Detector without Bipartite Matching", arXiv, May 2022, * indicates equal contribution.

Artificial intelligence research about cross-modal dialogue modeling for one-on-one multi-modal interactions, May. 2022 ~
Development of real-time multi-camera object tracking and identification technology, Jun. 2021 ~ Dec. 2021
Development of multimodal sensor-based intelligent systems for outdoor surveillance robots, Jan. 2021 ~ Aug. 2021