Registration Room: Auditorium room 1F

Welcome

• IoP Director

Room: Auditorium room 1F

Lecture I: Introduction of Deep Learning

• Hung-yi Lee, 李宏毅 (Department of Electrical Engineering, NTU)

Room: Auditorium room 1F

Lecture II: Key Technologies in Deep Learning - Self-supervised Learning

• Hung-yi Lee, 李宏毅 (Department of Electrical Engineering, NTU)

Room: Auditorium room 1F

ML/AI Application Support of ASGC

• Eric Yen, 嚴漢偉 (Institute of Physics, AS)

Room: Auditorium room 1F

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)

Room: Auditorium room 1F

Speech Enhancement and Voice Conversion

• Yu Tsao, 曹昱 (Research Center for Information Technology, AS)

Room: Auditorium room 1F

How deep learning helps in the electron identification with AMS-02 electromagnetic calorimeter

• Hsin-Yi Chou, 周欣毅 (IoP)

Room: Auditorium room 1F

Normalizing flows - An overview and its revolutionary potential for high-energy physics when combined with deep learning

• Thorsten Gluesenkamp (Friedrich-Alexander Universität Erlangen-Nürnberg)

Room: Auditorium room 1F https://arxiv.org/pdf/2008.05825.pdf

Discussion and Adjourn Room: Auditorium room 1F