智能系统设计与应用

课程信息

• 主讲教师: 詹德川 (zhandc@nju.edu.cn)

• 时间地点: 2022年春季, 周一 10:10-12:00, 逸 B-104

• 助教:

  • 韩路 (hanlu@lamda.nju.edu.cn)

作业

• 提交方式:

• 作业需要以压缩包格式提交 Name_Id_hw1.zip, 例如, 张三_111220001_hw1.zip.

• 第一次作业，题目链接
• 第二次作业，题目链接
• 第三次作业，题目链接

请同学们务必按照命名要求命名，邮件主题为文件名即可，比如张三_111220001_hw1.zip

课件

• Lecture 1 A Simple Case: Quasi-Real Time Background Fading in Mobile Video Chat Applications

• Lecture 2 Case II: Game Props Recommendation -- with Multiple Instance Multiple Label Learning

• Lecture 3 Case III: Ice Prediction and Navigation Assistant for Polar Area

• Lecture 4 Case IV: Diagnosis and Analysis of High-speed Transmission Equipment based on Ensemble Learning

• Lecture 4 Case IV - part2: Diagnosis and Analysis of High-speed Transmission Equipment based on Ensemble Learning

• Case V: Project Crystal Voice for Huawei, Model Reuse and something else

• Case V: Distributed Model Reuse: FedPAN

• Case VI: How to Measure the Difference

• Case VII: Fingerprints and/or Face? Learning with Multi-Modalities

• Case VIII: Reinforcement Learning and Its Applications I