2 papers
cs.CV2026
Assessing VLM Reliability for Medical Image Quality Evaluation Under Corruption and Bias
Sofiane Ouaari, Kevin Vorwalder, Nico Pfeifer
Vision-Language Models (VLMs) are increasingly applied in medical tasks such as pathology description, report generation, and visual question answering. Medical Image Quality Asses…
q-bio.GN2026
How Private Are DNA Embeddings? Inverting Foundation Model Representations of Genomic Sequences
Sofiane Ouaari, Jules Kreuer, Nico Pfeifer
DNA foundation models have become transformative tools in bioinformatics and healthcare applications. Trained on vast genomic datasets, these models can be used to generate sequenc…