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…