IoP Machine Learning workshop
→
Asia/Taipei
Auditorium room 1F (Institute of Physics, Academia Sinica)
Auditorium room 1F
Institute of Physics, Academia Sinica
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Registration
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WelcomeSpeaker: IoP Director
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Lecture I: Introduction of Deep LearningSpeaker: Prof. Hung-yi Lee, 李宏毅 (Department of Electrical Engineering, NTU)
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10:30
Coffee break
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Lecture II: Key Technologies in Deep Learning - Self-supervised LearningSpeaker: Prof. Hung-yi Lee, 李宏毅 (Department of Electrical Engineering, NTU)
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12:00
Lunch
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ML/AI Application Support of ASGCSpeaker: Prof. Eric Yen, 嚴漢偉 (Institute of Physics, AS)
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Our learning experience on Deep Learning in learning the 3D protein structures from cryo-EM imagesSpeaker: Prof. I-Ping Tu, 杜憶萍 (Institute of Statistics, AS)
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Speech Enhancement and Voice ConversionSpeaker: Prof. Yu Tsao, 曹昱 (Research Center for Information Technology, AS)
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14:30
Coffee break
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How deep learning helps in the electron identification with AMS-02 electromagnetic calorimeterSpeaker: Dr Hsin-Yi Chou, 周欣毅 (IoP)
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Normalizing flows - An overview and its revolutionary potential for high-energy physics when combined with deep learning
https://arxiv.org/pdf/2008.05825.pdf
Speaker: Dr Thorsten Gluesenkamp (Friedrich-Alexander Universität Erlangen-Nürnberg) -
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Discussion and Adjourn
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