Jongwook Choi

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 28

Top Topics

Exploration Exploitation Tradeoff

Statistical Dependencies

Reinforcement Learning

Top Venues

Publications

Jongwook Choi, Taehoon Kim, Yonghyun Jeong, Seungryul Baek, Jongwon Choi
Exploiting Style Latent Flows for Generalizing Deepfake Detection Video Detection. CoRR (2024)
Taehoon Kim, Jongwook Choi, Hyunjin Cho, HyoungJun Lim, Jongwon Choi
Domain Generalization for Face Forgery Detection by Style Transfer. ICCE (2024)
Shengyi Huang, Quentin Gallouédec, Florian Felten, Antonin Raffin, Rousslan Fernand Julien Dossa, Yanxiao Zhao, Ryan Sullivan, Viktor Makoviychuk, Denys Makoviichuk, Mohamad H. Danesh, Cyril Roumégous, Jiayi Weng, Chufan Chen, Md Masudur Rahman, João G. M. Araújo, Guorui Quan, Daniel Tan, Timo Klein, Rujikorn Charakorn, Mark Towers, Yann Berthelot, Kinal Mehta, Dipam Chakraborty, Arjun KG, Valentin Charraut, Chang Ye, Zichen Liu, Lucas N. Alegre, Alexander Nikulin, Xiao Hu, Tianlin Liu, Jongwook Choi, Brent Yi
Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning. CoRR (2024)
Jongwook Choi, Sungtae Lee, Xinyu Wang, Sungryull Sohn, Honglak Lee
Unsupervised Object Interaction Learning with Counterfactual Dynamics Models. AAAI (2024)
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee
Fast inference and transfer of compositional task structures for few-shot task generalization. UAI (2022)
Seohong Park, Jongwook Choi, Jaekyeom Kim, Honglak Lee, Gunhee Kim
Lipschitz-constrained Unsupervised Skill Discovery. ICLR (2022)
Izzeddin Gur, Natasha Jaques, Yingjie Miao, Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust
Environment Generation for Zero-Shot Compositional Reinforcement Learning. CoRR (2022)
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee
Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization. CoRR (2022)
Seohong Park, Jongwook Choi, Jaekyeom Kim, Honglak Lee, Gunhee Kim
Lipschitz-constrained Unsupervised Skill Discovery. CoRR (2022)
Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Mehdi Fatemi, Honglak Lee
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks. ICML (2021)
Christopher Hoang, Sungryull Sohn, Jongwook Choi, Wilka Carvalho, Honglak Lee
Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning. CoRR (2021)
Jongwook Choi, Archit Sharma, Honglak Lee, Sergey Levine, Shixiang Shane Gu
Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning. ICML (2021)
Izzeddin Gur, Natasha Jaques, Yingjie Miao, Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust
Environment Generation for Zero-Shot Compositional Reinforcement Learning. NeurIPS (2021)
Jongwook Choi, Archit Sharma, Honglak Lee, Sergey Levine, Shixiang Shane Gu
Variational Empowerment as Representation Learning for Goal-Based Reinforcement Learning. CoRR (2021)
Christopher Hoang, Sungryull Sohn, Jongwook Choi, Wilka Carvalho, Honglak Lee
Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning. NeurIPS (2021)
Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Mehdi Fatemi, Honglak Lee
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks. CoRR (2021)
Yijie Guo, Jongwook Choi, Marcin Moczulski, Shengyu Feng, Samy Bengio, Mohammad Norouzi, Honglak Lee
Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards. NeurIPS (2020)
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Honglak Lee
Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies. CoRR (2020)
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Honglak Lee
Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies. ICLR (2020)
Yijie Guo, Jongwook Choi, Marcin Moczulski, Samy Bengio, Mohammad Norouzi, Honglak Lee
Efficient Exploration with Self-Imitation Learning via Trajectory-Conditioned Policy. CoRR (2019)
Jongwook Choi, Yijie Guo, Marcin Moczulski, Junhyuk Oh, Neal Wu, Mohammad Norouzi, Honglak Lee
Contingency-Aware Exploration in Reinforcement Learning. ICLR (Poster) (2019)
Seunghoon Hong, Dingdong Yang, Jongwook Choi, Honglak Lee
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis. CVPR (2018)
Jongwook Choi, Yijie Guo, Marcin Moczulski, Junhyuk Oh, Neal Wu, Mohammad Norouzi, Honglak Lee
Contingency-Aware Exploration in Reinforcement Learning. CoRR (2018)
Seunghoon Hong, Dingdong Yang, Jongwook Choi, Honglak Lee
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis. CoRR (2018)
Youngjae Yu, Jongwook Choi, Yeonhwa Kim, Kyung Yoo, Sang-Hun Lee, Gunhee Kim
Supervising Neural Attention Models for Video Captioning by Human Gaze Data. CVPR (2017)
Youngjae Yu, Hyungjin Ko, Jongwook Choi, Gunhee Kim
End-to-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering. CVPR (2017)
Youngjae Yu, Jongwook Choi, Yeonhwa Kim, Kyung Yoo, Sang-Hun Lee, Gunhee Kim
Supervising Neural Attention Models for Video Captioning by Human Gaze Data. CoRR (2017)
Youngjae Yu, Hyungjin Ko, Jongwook Choi, Gunhee Kim
Video Captioning and Retrieval Models with Semantic Attention. CoRR (2016)
Sungcho Kim, Jeong Soo Kim, Jongwook Choi, Jaeyong Sung
Topological flow characteristics in a butterfly valve used for a spark ignition engine. J. Vis. 9 (3) (2006)
Jin Seok Kim, Sungcho Kim, Jaeyong Sung, Jeong Soo Kim, Jongwook Choi
Effects of an air spoiler on the wake of a road vehicle by PIV measurements. J. Vis. 9 (4) (2006)