Data Science Lab (Fall 2024)

This semester, course projects and project proposers include:

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