IoP Machine Learning workshop
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Asia/Taipei
Auditorium room 1F (Institute of Physics, Academia Sinica)
Auditorium room 1F
Institute of Physics, Academia Sinica
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09:00
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09:20
Registration 20m
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09:20
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09:30
Welcome 10mSpeaker: IoP Director
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09:30
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10:30
Lecture I: Introduction of Deep Learning 1hSpeaker: Prof. Hung-yi Lee, 李宏毅 (Department of Electrical Engineering, NTU)
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10:30
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11:00
Coffee break 30m
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11:00
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12:00
Lecture II: Key Technologies in Deep Learning - Self-supervised Learning 1hSpeaker: Prof. Hung-yi Lee, 李宏毅 (Department of Electrical Engineering, NTU)
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12:00
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13:00
Lunch 1h
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13:00
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13:30
ML/AI Application Support of ASGC 30mSpeaker: Prof. Eric Yen, 嚴漢偉 (Institute of Physics, AS)
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13:30
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14:00
Our learning experience on Deep Learning in learning the 3D protein structures from cryo-EM images 30mSpeaker: Prof. I-Ping Tu, 杜憶萍 (Institute of Statistics, AS)
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14:00
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14:30
Speech Enhancement and Voice Conversion 30mSpeaker: Prof. Yu Tsao, 曹昱 (Research Center for Information Technology, AS)
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14:30
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15:00
Coffee break 30m
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15:00
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15:30
How deep learning helps in the electron identification with AMS-02 electromagnetic calorimeter 30mSpeaker: Dr Hsin-Yi Chou, 周欣毅 (IoP)
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15:30
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16:00
Normalizing flows - An overview and its revolutionary potential for high-energy physics when combined with deep learning 30m
https://arxiv.org/pdf/2008.05825.pdf
Speaker: Dr Thorsten Gluesenkamp (Friedrich-Alexander Universität Erlangen-Nürnberg) -
16:00
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16:30
Discussion and Adjourn 30m
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09:00
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09:20