Daehoon Gwak

1. Standardized Max Logits: A Simple yet Effective Approach for Identifying\n Unexpected Road Obstacles in Urban-Scene Segmentation
   2021/07/23 by Sanghun Jung, Jung, Sanghun, Jungsoo Lee +7 · 13 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring
2. PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning
   2023/06/19 by Hojoon Lee, Lee, Hojoon, Hanseul Cho +13 · 10 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
3. Conditional Generation of Periodic Signals with Fourier-Based Decoder
   2021/10/24 by Jiyoung Lee, Lee, Jiyoung, Wonjae Kim +5 · 2 citations
   Computer Science · #Neural Networks and Applications #Blind Source Separation Techniques #Time Series Analysis and Forecasting
4. Self-Supervised Contrastive Learning for Long-term Forecasting
   2024/02/03 by Junwoo Park, Park, Junwoo, Daehoon Gwak +5 · 3 citations
   Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG)
5. Neural Ordinary Differential Equations for Intervention Modeling
   2020/10/16 by Daehoon Gwak, Gyuhyeon Sim, Gwak, Daehoon +9 · 1 citation
   Computer Science · Engineering · #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)