Moon, Jaekyun

1. StableFDG: Style and Attention Based Learning for Federated Domain Generalization
   2023/11/01 by Jungwuk Park, Dong-Jun Han, Park, Jungwuk +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. LDPC Code Design for Distributed Storage: Balancing Repair Bandwidth,\n Reliability and Storage Overhead
   2017/10/16 by Hyegyeong Park, Dongwon Lee, Park, Hyegyeong +3 · 1 citation
   Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Distributed #Error Correcting Code Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
3. Hierarchical Coding for Distributed Computing
   2018/01/15 by Park, Hyegyeong, Lee, Kangwook, Sohn, Jy-yong +2 · 1 citation
   #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Parallel #and Cluster Computing (cs.DC)
4. Communication-Computation Efficient Secure Aggregation for Federated\n Learning
   2020/12/09 by Beongjun Choi, Choi, Beongjun, Jy-yong Sohn +5 · 2 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Cryptography and Data Security
5. Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks
   2019/10/14 by Sohn, Jy-yong, Han, Dong-Jun, Choi, Beongjun +1 · 1 citation
   #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
6. SplitGP: Achieving Both Generalization and Personalization in Federated Learning
   2022/12/16 by Han, Dong-Jun, Kim, Do-Yeon, Choi, Minseok +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization
   2023/06/08 by Jungwuk Park, Dong-Jun Han, Park, Jungwuk +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
8. NEO-KD: Knowledge-Distillation-Based Adversarial Training for Robust Multi-Exit Neural Networks
   2023/11/01 by Seokil Ham, Ham, Seokil, Jungwuk Park +5 · 1 citation
   Computer Science · Materials Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
9. Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration
   2024/02/22 by Choi, Wonjeong, Park, Jungwuk, Han, Dong-Jun +2 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)