Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation

no code implementations • 25 Mar 2025 • Niccolo Avogaro, Thomas Frick, Mattia Rigotti, Andrea Bartezzaghi, Filip Janicki, Cristiano Malossi, Konrad Schindler, Roy Assaf

Large Vision-Language Models (VLMs) are increasingly being regarded as foundation models that can be instructed to solve diverse tasks by prompting, without task-specific training.

Few-Shot Learning Segmentation +1

Active Learning for Imbalanced Civil Infrastructure Data

no code implementations • 19 Oct 2022 • Thomas Frick, Diego Antognini, Mattia Rigotti, Ioana Giurgiu, Benjamin Grewe, Cristiano Malossi

Unfortunately, annotation costs are incredibly high as our proprietary civil engineering dataset must be annotated by highly trained engineers.

Active Learning