Course Schedule
Paper reading list and presenters
- Jan. 27, Tue
- Course Overview (Slides)
- Chen
- How to Read a CS Research Paper by Philip Fong
- How to do research by Bill Freeman
- How to do write a good paper by Bill Freeman
- Novelty in Science by Michael Black
- How to speak (video) by Patrick Winston
- Jan. 29, Thu
- Deep Learning Recap (Slides)
- Chen
- Feb. 3, Tue
- The Unreasonable Effectiveness of Data (Slides)
- Chen
- Feb. 5, Thu
- Visual Concepts (Slides)
- Chen
- Feb. 5, Thu
- Due Presentation signup sheet
- Feb. 10, Tue
- Overview of Multimodal LLMs (Slides)
- Zitian Tang
- Feb. 12, Thu
- Generative AI for Robot Learning (Slides)
- Zilai Zeng
- Feb. 19, Thu
- Flow Matching and Normalizing Flows (Slides)
- Dr. Calvin Luo
- Feb. 19, Thu
- MP Mini Project
- Due on March 12
- Mini Project Handout
- Submission Form
- Feb. 24, Tue
- Teaching Video Models to Understand Physics Control (Slides)
- Nate Gillman
- Feb. 26, Thu
- INVITED Learning World Models and Agents for High-Cost Environments
- Prof. Sherry Yang
- May 8, Fri
- Final project presentations (Lubrano 1 to 4 pm) (Slides)
- May 11, Mon
- Due Project submission (Form)