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Author

Irene Ballester

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Preprint Aug 2026

OCR-Based Field Extraction for Archaeological Pottery Metadata: The CENTURIA Dataset

The results show that a small expert-validated fine-tuning set suffices to convert handwritten pottery documentation into structured, searchable metadata ready for archaeological databases, and LoRA fine-tuning on just 57 samples closes the domain gap.

Gissu Valentina Naghavi, Dominik Hagmann, M. Kampel et al. · 0 citations
Jul 2026

Latent Riemannian Flow Matching for Geometry-Grounded 3D Foundation Models

Geometric foundation models, such as the Visual Geometry Grounded Transformer (VGGT), provide strong 3D priors from unposed images. However, such models operate purely in a feed-forward, deterministic regime, \ie~they cannot generate plausible geometry beyond what the input views directly support. Generative models for...

Lisa Weijler, Irene Ballester, Guofeng Mei et al. · 0 citations

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