Hi, I'm Jaesik(재식)! I am working to explore a variety of new opportunities to extend the generality of Artificial Ingelligence (AI) besides developing AI services.

I'm a senior machine learning developer in SAP, and collaborating with Sungjin Ahn at KAIST.  Before that, I worked in Samsung electronics and graduated from KAIST. 

Google Scholar / Github

Contact: mail AT jaesikyoon.com

• An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning

       J. Yoon, Yi-Fu Wu, H. Bae, S. Ahn

       Preprint

       Paper 

• TransDreamer: Reinforcement Learning with Transformer World Models

       C. Chen*, Yi-Fu Wu*, J. Yoon*, S. Ahn

       Deep RL NeurIPS 2021

       Paper 

• Generative Video Transformer: Can Objects be the Words?

       Yi-Fu Wu, J. Yoon, S. Ahn

       ICML 2021

       Paper 

• Robustifying Sequential Neural Processes

       J. Yoon, G. Singh, S. Ahn

       ICML 2020 

       Paper  Code

• Sequential Neural Processes

      G. Singh*, J. Yoon*, Y. Son, S. Ahn

      NeurIPS 2019 (Spotlight, 2.4%)

      Paper  Code

• Bayesian Model-Agnostic Meta Learning

      J. Yoon*, T. Kim*,  O. Dia, S. Kim, Y. Bengio, S. Ahn

      NeurIPS 2018 (Spotlight, 3.5%)

      Talk  Paper  Code