IoP Machine Learning workshop
Friday 22 April 2022 -
09:00
Monday 18 April 2022
Tuesday 19 April 2022
Wednesday 20 April 2022
Thursday 21 April 2022
Friday 22 April 2022
09:00
Registration
Registration
09:00 - 09:20
Room: Auditorium room 1F
09:20
Welcome
-
IoP Director
Welcome
IoP Director
09:20 - 09:30
Room: Auditorium room 1F
09:30
Lecture I: Introduction of Deep Learning
-
Hung-yi Lee, 李宏毅
(
Department of Electrical Engineering, NTU
)
Lecture I: Introduction of Deep Learning
Hung-yi Lee, 李宏毅
(
Department of Electrical Engineering, NTU
)
09:30 - 10:30
Room: Auditorium room 1F
10:30
Coffee break
Coffee break
10:30 - 11:00
Room: Auditorium room 1F
11:00
Lecture II: Key Technologies in Deep Learning - Self-supervised Learning
-
Hung-yi Lee, 李宏毅
(
Department of Electrical Engineering, NTU
)
Lecture II: Key Technologies in Deep Learning - Self-supervised Learning
Hung-yi Lee, 李宏毅
(
Department of Electrical Engineering, NTU
)
11:00 - 12:00
Room: Auditorium room 1F
12:00
Lunch
Lunch
12:00 - 13:00
Room: Auditorium room 1F
13:00
ML/AI Application Support of ASGC
-
Eric Yen, 嚴漢偉
(
Institute of Physics, AS
)
ML/AI Application Support of ASGC
Eric Yen, 嚴漢偉
(
Institute of Physics, AS
)
13:00 - 13:30
Room: Auditorium room 1F
13:30
Our learning experience on Deep Learning in learning the 3D protein structures from cryo-EM images
-
I-Ping Tu, 杜憶萍
(
Institute of Statistics, AS
)
Our learning experience on Deep Learning in learning the 3D protein structures from cryo-EM images
I-Ping Tu, 杜憶萍
(
Institute of Statistics, AS
)
13:30 - 14:00
Room: Auditorium room 1F
14:00
Speech Enhancement and Voice Conversion
-
Yu Tsao, 曹昱
(
Research Center for Information Technology, AS
)
Speech Enhancement and Voice Conversion
Yu Tsao, 曹昱
(
Research Center for Information Technology, AS
)
14:00 - 14:30
Room: Auditorium room 1F
14:30
Coffee break
Coffee break
14:30 - 15:00
Room: Auditorium room 1F
15:00
How deep learning helps in the electron identification with AMS-02 electromagnetic calorimeter
-
Hsin-Yi Chou, 周欣毅
(
IoP
)
How deep learning helps in the electron identification with AMS-02 electromagnetic calorimeter
Hsin-Yi Chou, 周欣毅
(
IoP
)
15:00 - 15:30
Room: Auditorium room 1F
15:30
Normalizing flows - An overview and its revolutionary potential for high-energy physics when combined with deep learning
-
Thorsten Gluesenkamp
(
Friedrich-Alexander Universität Erlangen-Nürnberg
)
Normalizing flows - An overview and its revolutionary potential for high-energy physics when combined with deep learning
Thorsten Gluesenkamp
(
Friedrich-Alexander Universität Erlangen-Nürnberg
)
15:30 - 16:00
Room: Auditorium room 1F
https://arxiv.org/pdf/2008.05825.pdf
16:00
Discussion and Adjourn
Discussion and Adjourn
16:00 - 16:30
Room: Auditorium room 1F