Physics ∩ ML Seminars |
Events During the Week of January 9th through January 16th, 2022
Monday, January 10th, 2022
- No events scheduled
Tuesday, January 11th, 2022
- No events scheduled
Wednesday, January 12th, 2022
- A gentle introduction to new ideas in modern ML
- Time: 11:00 am - 12:00 pm
- Place: Online:
- Speaker: Kangwook Lee, UW Madison ECE and CS
- Abstract: In this talk, I will cover three new (and orthogonal) ideas in modern ML -- transformers, diffusion models, and differentiable simulation. Transformers are modern neural network architectures, which enabled recent breakthroughs in various AI fields. Diffusion models and differentiable simulations are for data generation and inverse problems. I will focus on sharing high-level ideas without many technicalities, assuming minimal ML background. I will conclude the talk with potential applications of the introduced ideas for physics research.
- Host: Moritz Muenchmeyer
Thursday, January 13th, 2022
- No events scheduled
Friday, January 14th, 2022
- No events scheduled