Daewon Choi
Graduate student at KAIST
KAIST AI
daeone0920 [AT] kaist.ac.kr
About
I am a M.S. student at Algorithmic Intelligence Laboratory (ALIN-LAB), advised by Prof. Jinwoo Shin at Korea Advanced Institute of Science and Technology (KAIST). I received my B.S. in Industrial Management Engineering and Computer Science at Korea University in 2024. My recent research interests focus on fine-tuning vision foundation models under various practical assumptions, e.g., data-scarcity.
Publications
Adversarial Robustification via Text-to-Image Diffusion Models
Daewon Choi*, Jongheon Jeong*, Huiwon Jang, Jinwoo Shin
European Conference on Computer Vision (ECCV), 2024, Oral Presentation (200/8585=2.3%)
Modality-agnostic Self-supervised Learning with Meta-Learned Masked Auto-encoder
Huiwon Jang*, Jihoon Tack*, Daewon Choi, Jongheon Jeong, Jinwoo Shin
Conference on Neural Information Processing Systems (NeurIPS), 2023
3D GAN Inversion with Pose Optimization
Jaehoon Ko*, Kyusun Cho*, Daewon Choi, Kwangrok Ryoo, Seungryong Kim
Winter Conference on Applications of Computer Vision (WACV), 2023
AE-NeRF: Auto-Encoding Neural Radiance Fields for 3D-Aware Object Manipulation
Mira Kim*, Jaehoon Ko*, Kyusun Cho, Junmyeong Choi, Daewon Choi, Seungryong Kim
Arxiv preprint, 2022
Adversarial Robustification via Text-to-Image Diffusion Models
Daewon Choi*, Jongheon Jeong*, Huiwon Jang, Jinwoo Shin
European Conference on Computer Vision (ECCV), 2024, Oral Presentation (200/8585=2.3%)
Modality-agnostic Self-supervised Learning with Meta-Learned Masked Auto-encoder
Huiwon Jang*, Jihoon Tack*, Daewon Choi, Jongheon Jeong, Jinwoo Shin
Conference on Neural Information Processing Systems (NeurIPS), 2023
3D GAN Inversion with Pose Optimization
Jaehoon Ko*, Kyusun Cho*, Daewon Choi, Kwangrok Ryoo, Seungryong Kim
Winter Conference on Applications of Computer Vision (WACV), 2023
AE-NeRF: Auto-Encoding Neural Radiance Fields for 3D-Aware Object Manipulation
Mira Kim*, Jaehoon Ko*, Kyusun Cho, Junmyeong Choi, Daewon Choi, Seungryong Kim
Arxiv preprint, 2022
Education
Korea Advanced Institute of Science and Technology (KAIST)Feb. 2024 - Present
M.S. Student in Artificial Intelligence
Korea UniversityFeb. 2020 - Feb. 2024
B.S. in Industrial Management Engineering and Computer Science
Experience
Undergraduate Research InternFeb. 2023 - Feb. 2024
Meta-Learning Team in ALIN-LAB
Undergraduate Research InternJan. 2022 - Dec. 2022
3D Vision Team in CVLAB
Honors & Awards
National Science & Technology ScholarshipFeb. 2022 - Feb. 2024
Academic Excellence Award (Dean's List)Jun. 2021