Xiao, Changnan

1. A Theoretical Study on Solving Continual Learning
   2022/11/04 by Gyuhak Kim, Changnan Xiao, Kim, Gyuhak +7 · 5 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Multimodal Machine Learning Applications
2. Open-World Continual Learning: Unifying Novelty Detection and Continual Learning
   2023/04/20 by Kim, Gyuhak, Xiao, Changnan, Konishi, Tatsuya +2 · 4 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. An Entropy Regularization Free Mechanism for Policy-based Reinforcement Learning
   2021/06/01 by Xiao, Changnan, Shi, Haosen, Fan, Jiajun +1 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Learnability and Algorithm for Continual Learning
   2023/06/22 by Gyuhak Kim, Changnan Xiao, Kim, Gyuhak +5 · 4 citations
   Computer Science · Social Sciences · #Domain Adaptation and Few-Shot Learning #Higher Education Learning Practices
5. Mastering Strategy Card Game (Hearthstone) with Improved Techniques
   2023/03/09 by Xiao, Changnan, Zhang, Yongxin, Huang, Xuefeng +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Generalized Data Distribution Iteration
   2022/06/07 by Jiajun Fan, Changnan Xiao, Fan, Jiajun +1 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
7. Continual Learning Based on OOD Detection and Task Masking
   2022/03/17 by Gyuhak Kim, Sepideh Esmaeilpour, Kim, Gyuhak +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
8. Mastering Strategy Card Game (Legends of Code and Magic) via End-to-End Policy and Optimistic Smooth Fictitious Play
   2023/03/07 by Wei Xi, Yongxin Zhang, Xi, Wei +13 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
9. AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection
   2025/11/17 by Momeni, Saleh, Xiao, Changnan, Liu, Bing · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)