Soochan Lee

- Alumni

Contact

lsc2687@snu.ac.kr

Education

M.S : Department of Computer Science and Engineering, Seoul National University, 2017 ~
B.S : Department of Computer Science & Engineering, Seoul National University, 2017

Publication

• Jaehyeon Son , Soochan Lee and Gunhee Kim , Distilling Reinforcement Learning Algorithms for In-Context Model-Based Planning, ICLR 2025.
• Soochan Lee , Hyeonseong Jeon , Jaehyeon Son and Gunhee Kim , Learning to Continually Learn with the Bayesian Principle, ICML 2024.
• Soochan Lee , Jaehyeon Son and Gunhee Kim , Recasting Continual Learning as Sequence Modeling, NeurIPS 2023.
• Soochan Lee and Gunhee Kim , Recursion of Thought: A Divide-and-Conquer Approach to Multi Context Reasoning with Language Models, ACL 2023(Short, Findings).
• Soochan Lee , Junsoo Ha , Dongsu Zhang and Gunhee Kim , A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning, ICLR 2020.
• Soochan Lee , Junsoo Ha and Gunhee Kim , Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation, ICLR 2019.
• Junhyug Noh , Soochan Lee , Beomsu Kim and Gunhee Kim , Improving Occlusion and Hard Negative Handling for Single-Stage Pedestrian Detectors, CVPR 2018.