Luca Freckmann

collaborators

2 papers

cs.CV2026

$I^¼$ Match: Foundation Models for Semi-supervised Learning and Domain Adaptation in EM

Marei Freitag, Olesia Korchevaia, Luca Freckmann +2

Vision foundation models have substantially advanced computer vision, enabling state-of-the-art performance in zero- and few-shot settings. They have been successfully applied to b…

eess.IV2025

MedicoSAM: Robust Improvement of SAM for Medical Imaging

Anwai Archit, Luca Freckmann, Constantin Pape

Medical image segmentation is an important analysis task in clinical practice and research. Deep learning has massively advanced the field, but current approaches are mostly based…

I^¼Match: Foundation Models for Semi-supervised Learning and Domain Adaptation in EM

MedicoSAM: Robust Improvement of SAM for Medical Imaging

$I^¼$ Match: Foundation Models for Semi-supervised Learning and Domain Adaptation in EM