Kim, Gyuhak
- A Multi-Head Model for Continual Learning via Out-of-Distribution Replay
2022/08/20 by Gyuhak Kim, Kim, Gyuhak, Zixuan Ke +3 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Parameter-Level Soft-Masking for Continual Learning
2023/06/26 by Konishi, Tatsuya, Kurokawa, Mori, Ono, Chihiro +3 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Open-World Continual Learning: Unifying Novelty Detection and Continual Learning
2023/04/20 by Kim, Gyuhak, Xiao, Changnan, Konishi, Tatsuya +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learnability and Algorithm for Continual Learning
2023/06/22 by Gyuhak Kim, Kim, Gyuhak, Changnan Xiao +5 · 3 citations
Computer Science · Social Sciences · #Domain Adaptation and Few-Shot Learning #Higher Education Learning Practices
- 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
- Harnessing Business and Media Insights with Large Language Models
2024/06/02 by Bao, Yujia, Shah, Ankit Parag, Narang, Neeru +30 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)