3 papers
cs.CV2026
Uncertainty-Aware Art-Historical Dating with Vision-Language Models
Stefanie Schneider, Peter Bell
Museum and archival datasets do not mirror historical artistic production, but materialize the contingent histories of collecting, preservation, cataloging, and digitization. This…
cs.CV2026
On the Explainability of Vision-Language Models in Art History
Stefanie Schneider
Vision-Language Models (VLMs) transfer visual and textual data into a shared embedding space. In so doing, they enable a wide range of multimodal tasks, while also raising critical…
cs.CL2026
A Dataset for Named Entity Recognition and Relation Extraction from Art-historical Image Descriptions
Stefanie Schneider, Miriam Göldl, Julian Stalter +1
This paper introduces FRAME (Fine-grained Recognition of Art-historical Metadata and Entities), a manually annotated dataset of art-historical image descriptions for Named Entity R…