3 papers
cs.CL2026
Reading Order Inference for Complex Document Layouts
Iddo Hakim, Sharva Gogawale, Omer Ventura +4
Reading order inference remains a critical bottleneck in the digitization of complex historical manuscripts, where pages contain multiple spatially interleaved reading streams, the…
cs.CV2026
Complex Layout Classification in the Wild: A Low-Resource Approach with Layout-Preserving Augmentations
Sharva Gogawale, Iddo Hakim, Gal Grudka +5
Many digitized corpora suffer from low resources because annotations may be scarce, page scans are noisy and of poor resolution, or layouts are structurally complex in ways that ne…
cs.CV2026
Bag of Bags: Adaptive Visual Vocabularies for Genizah Join Image Retrieval
Sharva Gogawale, Gal Grudka, Daria Vasyutinsky-Shapira +3
A join is a set of manuscript fragments identified as originally emanating from the same manuscript. We study manuscript join retrieval: Given a query image of a fragment, retrieve…