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

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

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