2 papers
cs.CV2026
Bounding Box Label Propagation for Re-Annotation of Document Layout Analysis Datasets
Nick Jochum, Tobias Alt-Veit, Christian Schön +3
Datasets in practical document processing scenarios typically grow over time, and their class annotations undergo continuous refinement. This creates significant re-annotation effo…
cs.LG2026
DocDjinn: Controllable Synthetic Document Generation with VLMs and Handwriting Diffusion
Marcel Lamott, Saifullah Saifullah, Nauman Riaz +11
Effective document intelligence models rely on large amounts of annotated training data. However, procuring sufficient and high-quality data poses significant challenges due to the…