Kwak, Yunhyeok

1. SelecMix: Debiased Learning by Contradicting-pair Sampling
   2022/11/04 by Inwoo Hwang, Hwang, Inwoo, Sang-Jun Lee +11 · 5 citations
   Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction
   2024/06/02 by Kwak, Yunhyeok, Hwang, Inwoo, Kim, Dooyoung +2 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning
   2024/06/05 by Inwoo Hwang, Yunhyeok Kwak, Hwang, Inwoo +7 · 5 citations
   Engineering · Computer Science · #Fault Detection and Control Systems #Anomaly Detection Techniques and Applications #Reinforcement Learning in Robotics
4. On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition
   2024/05/12 by Inwoo Hwang, Yunhyeok Kwak, Hwang, Inwoo +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Rough Sets and Fuzzy Logic