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Article
Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation with Image Synthesis
  • Kim, Soopil ; 
  • Park, Heejung ; 
  • Chikontwe, Philip ; 
  • Kang, Myeongkyun ; 
  • Jin, Kyong Hwan ; 
  • Adeli, Ehsan ; 
  • Pohl, Kilian M. ; 
  • Park, Sang Hyun
  • 2025-05
  • Kim, Soopil. (2025-05). Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation with Image Synthesis. IEEE Transactions on Medical Imaging, 44(5), 2079–2092. doi: 10.1109/TMI.2025.3525581
  • Institute of Electrical and Electronics Engineers
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Article
Efficient One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation
  • Kang, Myeongkyun ; 
  • Chikontwe, Philip ; 
  • Kim, Soopil ; 
  • Jin, Kyong Hwan ; 
  • Adeli, Ehsan ; 
  • Pohl. Kilian M. ; 
  • Park, Sang Hyun
  • 2025-10
  • Kang, Myeongkyun. (2025-10). Efficient One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation. Medical Image Analysis, 105. doi: 10.1016/j.media.2025.103714
  • Elsevier
  • View : 453
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Thesis
Unsupervised Anomaly Detection Using Self-Supervised Learning with Knowledge Distillation
  • Tashfeen Abdul Muqeet Bin
  • 2023
  • Tashfeen Abdul Muqeet Bin. (2023). Unsupervised Anomaly Detection Using Self-Supervised Learning with Knowledge Distillation. doi: 10.22677/THESIS.200000653398
  • DGIST
  • View : 274
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Thesis
Video Instance Segmentation using Knowledge Distillation
  • Hojin Kim
  • 2023
  • Hojin Kim. (2023). Video Instance Segmentation using Knowledge Distillation. doi: 10.22677/THESIS.200000653859
  • DGIST
  • View : 121
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