2025-06-25
【English Talk】 Artificial Intelligence, Deep Learning, and Green Learning
The term “Artificial Intelligence (AI)” was coined in 1956. The field evolved slowly in the first 55 years. Yet, we have witnessed rapid advances in AI in the last decade. One example is the ChatGPT service. Questions have been raised about the role of AI in human society and civilization, e.g., whether AI will replace human intelligence (HI), how HI and AI complement each other, etc. In this talk, I will shed light on two issues. First, it is expected to divide AI into two categories: strong AI and weak AI. Strong AI is close to HI, while today’s AI belongs to the weak AI category. There is a substantial gap between weak and strong AI. AI should be humans’ servants and tools (rather than a master) from such a perspective. Second, I will point out the limitations of today’s AI tools based on deep learning (DL). DL is neither interpretable nor sustainable. Developing an alternative, interpretable, and sustainable AI methodology is critical. I have researched this problem since 2015 and proposed a green learning (GL) paradigm. GL models offer energy-efficient AI solutions in cloud centers and mobile/edge devices. They have been successfully applied to various applications.
Date 日期
Thrusday, 10 July 2025, 1:10 PM – 2:30 PM (GMT+8)
2025年7月10日（星期四）下午 1:10 – 2:30
Venue 地點
人偉講堂 Jen-Wei Lecture Hall.
Speaker 講者
C.-C. Jay Kuo
Dr. C.-C. Jay Kuo received his Ph.D. from the Massachusetts Institute of Technology in 1987. He is now with the University of Southern California (USC) as the Ming Hsieh Chair Professor, a Distinguished Professor of Electrical and Computer Engineering and Computer Science, and the Director of the Media Communications Laboratory. His research interests are in visual computing and communication. He is a Fellow of AAAS, ACM, IEEE, NAI, and SPIE and an Academician of Academia Sinica.
Dr. Kuo has received a few awards for his research contributions, including the 2010 Electronic Imaging Scientist of the Year Award, the 2010-11 Fulbright-Nokia Distinguished Chair in Information and Communications Technologies, the 2019 IEEE Computer Society Edward J. McCluskey Technical Achievement Award, the 2019 IEEE Signal Processing Society Claude Shannon-Harry Nyquist Technical Achievement Award, the 72nd annual Technology and Engineering Emmy Award (2020), and the 2021 IEEE Circuits and Systems Society Charles A. Desoer Technical Achievement Award. Dr. Kuo was the Editor-in-Chief of the IEEE Transactions on Information Forensics and Security (2012-2014) and the Journal of Visual Communication and Image Representation (1997-2011). He is currently the Editor-in-Chief for the APSIPA Trans. on Signal and Information Processing (2022-2023). He has guided 181 students to their Ph.D. degrees and supervised 31 postdoctoral research fellows.
Register 報名
https://shorturl.at/ZCNhW
