24 citations · 25 across the 5 of their papers we have counts for
6 papers
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…
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…
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…
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History
Stefanie Schneider, Ricarda Vollmer
Throughout the history of art, the pose, as the holistic abstraction of the human body's expression, has proven to be a constant in numerous studies. However, due to the enormous a…
Semi-supervised Human Pose Estimation in Art-historical Images
Matthias Springstein, Stefanie Schneider, Christian Althaus +1
Gesture as language of non-verbal communication has been theoretically established since the 17th century. However, its relevance for the visual arts has been expressed only sporad…
iART: A Search Engine for Art-Historical Images to Support Research in the Humanities
Matthias Springstein, Stefanie Schneider, Javad Rahnama +3
In this paper, we introduce iART: an open Web platform for art-historical research that facilitates the process of comparative vision. The system integrates various machine learnin…