CS5911 人工智慧書報討論 (AI Seminars)
2021 Fall
Class Meeting:
- F3F4, 台達館 103室 (Delta Building R103)
Instructor:
- 賴尚宏老師 (Prof. Shang-Hong Lai) lai@cs.nthu.edu.tw
- 國立清華大學資訊工程學系
- EECS R639, Tel: (03) 574-2958
- Office Hours: By Appointment
- 郭昱廷老師 (Prof. Yu-Ting Kuo) ytkuo@hotmail.com
- 現職 美國微軟全球資深副總裁
- Office Hours: By Appointment
Course Contents:
- Introduction to AI
- Machine Learning and AI I (supervised and unsupervised learning)
- Machine Learning and AI II (reinforcement learning and deep learning)
- Advances in CV - Image understanding & object detection
- Application of CV - Business Form processing
- Application of CV - Bio-metric access control
- Application of CV – Human Tracking
- Advances in NLP - The Transformer
- Application of NLP - Conversational AI/Assistant
- Advances in speech recognition
- Application of speech recognition
- Application in retail
- Application in healthcare
- Project presentations
Textbook:
- Assigned paper readings
Grading:
- Class Participation (30%)
- Reports (30%)
- Projects Presentation (40%)
Teaching Assistant:
- 邱夢姿 m13236@gmail.com
- 台達721室, ext. 80932
- Office Hours: Please Contact with Us