Machine learning and AI are fast developing disciplines and even experts are lagging behind in catching up with the latest advances. Many PIs within SeRC are not developers but users of AI. Most are familiar with the concepts but perhaps have never had a chance to actually do handson work with modern AI tools even if they are fully capable of understanding the Math behind all the tools.
With this background the SeRC management board has decided to create a short workshop on AI for the PIs. This lunch to lunch workshop will cover topics
Programme
June 16
13:00–14:15 Basics of AI — Artem Kulachenko
14:15–14:30 Break
14:30–15:45 CNNs and Computer Vision — Josephine Sullivan
15:45–16:00 Break
16:00–17:15 Deep Generative Modelling: VAEs, GANs, and NFs — Hossein Azizpour
June 17
09:00–09:45 Transformers and Attention — Pawel Herman
09:45–10:00 Break
10:00–10:45 Diffusion and Flow-Based Models — Fredrik Lindsten
10:45–11:00 Break
11:00–12:30 Agentic Tools and Workflows for Researchers — Artem Kulachenko
12:30 Lunch (Syster o Bror)
