Choi, Jongwook
- Exploiting Style Latent Flows for Generalizing Deepfake Video Detection
2024/03/11 by Jongwook Choi, Choi, Jongwook, Taehoon Kim +7 · 21 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Lipschitz-constrained Unsupervised Skill Discovery
2022/02/02 by Seohong Park, Jongwook Choi, Park, Seohong +7 · 10 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Human Pose and Action Recognition
- Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis
2018/01/16 by Seunghoon Hong, Dingdong Yang, Hong, Seunghoon +5 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024
2025/03/04 by Chandra, Nuria Alina, Hannah Lee, Ryan Murtfeldt +20 · 13 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Misinformation and Its Impacts
- Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning
2024/02/05 by Huang, Shengyi, Gallouédec, Quentin, Felten, Florian +30 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Contingency-Aware Exploration in Reinforcement Learning
2018/11/05 by Jongwook Choi, Yijie Guo, Choi, Jongwook +11 · 2 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Evolutionary Algorithms and Applications
- Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning
2021/11/18 by Hoang, Christopher, Sohn, Sungryull, Choi, Jongwook +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Environment Generation for Zero-Shot Compositional Reinforcement Learning
2022/01/21 by İzzeddin Gür, Natasha Jaques, Gur, Izzeddin +11 · 2 citations
Computer Science · Engineering · #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #ICT in Developing Communities #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies
2020/01/01 by Sohn, Sungryull, Woo, Hyunjae, Choi, Jongwook +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Variational Empowerment as Representation Learning for Goal-Based\n Reinforcement Learning
2021/06/02 by Jongwook Choi, Archit Sharma, Choi, Jongwook +7 · 1 citation
Computer Science · Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Research Topics #Neural and Behavioral Psychology Studies #Neural dynamics and brain function #Reinforcement Learning in Robotics
- Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks
2021/07/13 by Sohn, Sungryull, Lee, Sungtae, Choi, Jongwook +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Interactive and Expressive Code-Augmented Planning with Large Language Models
2024/11/21 by Liu, Anthony Z., Wang, Xinhe, Sansom, Jacob +5 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)