[2022-04-22] Dr. Chih-Fan Hsu, Senior Data Scientist, Inventec Corporation, "Improving existing Systems with Machine Learning Approaches: Challenges and Opportunities"

Poster:Post date:2022-04-18
Title: Improving existing Systems with Machine Learning Approaches: Challenges and Opportunities
Date: 2022-04-22 2:20pm-3:30pm
Location: R103, CSIE
Speaker: Dr. Chih-Fan Hsu, Senior Data Scientist, Inventec Corporation
Hosted by: Prof. Chu-Song Chen
Nowadays, machine learning technologies are rapidly growing. Supporting existing systems with machine learning technologies becomes practical in academia and industry. As a result, machine learning technologies participate in our daily life everywhere. Starting with the basic idea of machine learning, the presenter will introduce two exciting problems in multimedia systems: 1) missing eye contact in the real-time communication system and 2) automatic configuring an existing media codec, Test Model of MPEG Immersive video (TMIV). Then, introduce possible machine learning solutions to address the two problems. Finally, he will present a few real challenges in Inventec Corporation and connect the challenges to the machine learning approaches.
Dr. Chih-Fan Hsu serves as a Senior Data Scientist in Digital Center at Inventec Corporation starting from 2021. Dr. Hsu received his Ph.D. degree from the Department of Electrical Engineering at National Taiwan University in 2019, then, he served as a postdoctoral researcher at the University of California, Davis, National Tsing Hua University, and National Yang Ming Chiao Tung University from 2020 to 2021. His research interests include Artificial Intelligence, Computer Vision, Multimedia Systems, User Experience, and Information Security.
Last modification time:2022-04-18 AM 11:17

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