Yung‐Kyun Noh

1. Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach
   2023/10/28 by Sangwoong Yoon, Yoon, Sangwoong, Young-Uk Jin +5 · 4 citations
   Computer Science · Environmental Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Landslides and related hazards #Machine Learning (cs.LG)
2. Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions
   2022/10/24 by Haanvid Lee, Lee, Haanvid, Jong Min Lee +11 · 2 citations
   Computer Science · Mathematics · Medicine · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Gastroesophageal reflux and treatments #Machine Learning (cs.LG) #Machine Learning in Healthcare
3. Autoencoding Under Normalization Constraints
   2021/05/12 by Sangwoong Yoon, Yoon, Sangwoong, Yung‐Kyun Noh +3 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
4. Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies
   2024/05/29 by Haanvid Lee, Tri Wahyu Guntara, Lee, Haanvid +7 · 2 citations
   Computer Science · #Software Reliability and Analysis Research
5. Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models
   2024/06/30 by Sangwoong Yoon, Himchan Hwang, Yoon, Sangwoong +7 · 1 citation
   Engineering · Physics and Astronomy · #Advancements in Semiconductor Devices and Circuit Design #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Iterative Learning Control Systems #Machine Learning (cs.LG) #Model Reduction and Neural Networks