講題：Deploying Mobile AI - Challenge and Opportunity  (中文授課)

Time: 4/16(Wed) 15:30-17:20

Location: ED117

Speaker: Cheng-Ming Chiang (姜政銘)Senior Technical Manager, MediaTek Inc.

Hsien-Kai Kuo (郭玹凱)Senior Department Manager, MediaTek Inc.

 

【講題大綱】

Mobile AI is evolving from short-burst applications like photos to sustained ones such as videos, games, automotive, ai-pc, and smart-glasses. Recently, Transformer, designed for natural language processing, has become the foundation network of generative AI, and has shown superior performance in vision and voice applications for mobile devices. In this talk, we will introduce mobile AI applications, with a particular focus on the advantages and challenges of utilizing transformers. This talk will also cover and envision the future possibilities as challenge always comes with opportunities.

【講者簡介】

Cheng-Ming Chiang is a Senior Technical Manager at MediaTek. He acts as an AI algorithm architect and is responsible for Algorithm-Software-Hardware co-design for AI accelerator. He received both his M.S. and B.S. in Electronic Engineering from National Chiao Tung University in Taiwan in 2013 and 2011, respectively.

Hsien-Kai Kuo is a Senior Department Manager at MediaTek Inc. He received the PhD degree in electrical engineering from National Chiao Tung University, Taiwan, in 2014. His research interests include deep learning, computer vision, computer architecture, electronic design automation, parallel and heterogeneous computing, multicore and GPGPU. He is also a member of IEEE.