Prof. CHANGICK KIM: Domain adaptation

12月30日 15:00,現代交通工程中心7850會議室

發布者👨🏿‍🏭:韋鈺發布時間:2019-12-30瀏覽次數:5063

報告內容🍾:Domain adaptation

報告人:Prof. CHANGICK KIM

報告時間🫵🏿:12月30日 15:00

報告地點:現代交通工程中心7850會議室

  

報告人簡介   

        CHANGICK KIM received the B.S. degree in electrical engineering from Yonsei University, Seoul, South Korea, in 1989, the M.S. degree in electronics and electrical engineering from the Pohang University of Science and Technology, Pohang, South Korea, in 1991, and the Ph.D. degree in electrical engineering from the University of Washington, Seattle, WA, USA, in 2000. From 2000 to 2005, he was a Senior Member of Technical Staff with Epson Research and Development, Inc., Palo Alto, CA, USA. From 2005 to 2009, he was an Associate Professor with the School of Engineering, Information and Communications University, Daejeon, South Korea. Since 2009, he has been with the School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea, where he is currently a Professor. His research interests include multimedia signal processing and computer vision.




報告內容簡介:       

     Domain adaptation is a field associated with machine learning and transfer learning. This scenario arises when we aim at learning from a source data distribution a well performing model on a different (but related) target data distribution. In this lecture, we will study the concept of transfer learning and domain adaptation and see how they are currently used in various computer vision applications.






     








 





  





























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