Lee, Gihun

1. Preservation of the Global Knowledge by Not-True Distillation in Federated Learning
   2021/06/06 by Gihun Lee, Lee, Gihun, Minchan Jeong +7 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
2. Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions
   2023/11/01 by Taehyeon Kim, Joonkee Kim, Kim, Taehyeon +5 · 6 citations
   Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
3. MixCo: Mix-up Contrastive Learning for Visual Representation
   2020/10/13 by Kim, Sungnyun, Lee, Gihun, Bae, Sangmin +1 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning
   2023/08/24 by Gihun Lee, Minchan Jeong, Lee, Gihun +7 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
5. MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy
   2022/12/07 by Gihun Lee, Sangmook Kim, Lee, Gihun +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Engineering · Computer Science · #Cell Image Analysis Techniques #Image Processing Techniques and Applications #Digital Imaging for Blood Diseases
6. FedFN: Feature Normalization for Alleviating Data Heterogeneity Problem in Federated Learning
   2023/11/22 by Seongyoon Kim, Gihun Lee, Kim, Seongyoon +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
7. Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-network
   2021/06/29 by Sangmin Bae, Sungnyun Kim, Bae, Sangmin +9 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Enhancement Techniques #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Photoacoustic and Ultrasonic Imaging
8. Learning to Summarize from LLM-generated Feedback
   2024/10/17 by Hwanjun Song, Song, Hwanjun, Taewon Yun +10 · 2 citations
   Computer Science · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Statistical and Computational Modeling