Data Science Lab (Fall 2024)

This semester, course projects include:

1. Keystep Recognition In Egocentric Videos To Support Surgeons
2. Advanced Legal Robot Researcher – Agent based RAG with focus on solving complex legal questions
3. AI-powered Earthquake Data Denoising
4. Developing a Validation Agent for AI-Generated Medical Content
5. Deep learning model for post-operative delirium
6. Building a Swiss-Centric Language Model and Evaluation Benchmark
7. Developing a Swiss-Aligned AI Assistant
8. Enhancing Visual Understanding in Large Language Models
9. Integrating General Audio Understanding and Speech Generation in LLMs
10. Few-Shot anomaly classification and segmentation on a real-world, Aero-engine blade inspection use case.
11. Detecting legally relevant entities such as PII (Personal Identifiable Information), citations, etc. in legal texts
12. Defensive Passing Networks in Soccer
13. The Virtual Co-Pilot
14. Complex Feature Correlations Tabular Synthgetic Data Generation