Ph.D. Student
Department of Computer Science and Engineering
Embodied AI, Reinforcement learning
Email: wjchoi1995 [(at]) gmail [(dot]) com
NeSyC: A Neuro-symbolic Continual Learner For Complex Embodied Tasks in Open Domains
W Choi, J Park, S Ahn, D Lee, H Woo
ICLR 2025
Incremental Learning of Retrievable Skills For Efficient Continual Task Adaptation
D Lee, M Yoo, WK Kim, W Choi, H Woo
NeurIPS 2024
Embodied CoT Distillation From LLM To Off-the-shelf Agents
W Choi, W K Kim, M Yoo, H Woo
ICML 2024
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents
W Choi, W K Kim, S Kim, H Woo
NeurIPS 2023
Sample-Efficient Deep Learning Techniques for Burn Severity Assessment with Limited Data Conditions
H Shin, H Shin, W Choi, J Park, M Park, E Koh, H Woo
Appl. Sci. 2022, 12, 7317
Iterative Pruning-based Model Compression for Pose Estimation on Resource-constrained Devices
SH Choi, W Choi, Y Lee, H Woo
2022 the 5th International Conference on Machine Vision and Applications (ICMVA)
Transfer Learning based Precise Pose Estimation with Insufficient Data
W Choi, H Woo
2022 the 5th International Conference on Machine Vision and Applications (ICMVA)