Dynamic Instance Generation for Few-Shot Handwritten Document Layout Segmentation (short paper). - Axel De Nardin; Silvia Zottin; Matteo Paier; Gian Luca Foresti; Emanuela Colombi; Claudio Piciarelli (AI4CH@AI*IA, 2022)

Usage of Language Model for the Filling of Lacunae in Ancient Latin Inscriptions: A Case Study (full paper). - Andrea Brunello; Emanuela Colombi; Alessandro Locaputo; Stefano Magnani; Nicola Saccomanno; Giuseppe Serra 001 (IAI4CH@AI*IA, 2023)

Writer Identification in Historical Handwritten Documents: A Latin Dataset and a Benchmark. - Alessio Fagioli 001; Danilo Avola; Luigi Cinque; Emanuela Colombi; Gian Luca Foresti (ICIAP Workshops (2), 2023)

Is ImageNet Always the Best Option? An Overview on Transfer Learning Strategies for Document Layout Analysis. - Axel De Nardin; Silvia Zottin; Emanuela Colombi; Claudio Piciarelli; Gian Luca Foresti (ICIAP Workshops (2), 2023)

Filling the Lacunae in ancient Latin inscriptions. - Alessandro Locaputo; Beatrice Portelli; Emanuela Colombi; Giuseppe Serra 001 (IRCDL, 2023)

Efficient few-shot learning for pixel-precise handwritten document layout analysis. - Axel De Nardin; Silvia Zottin; Matteo Paier; Gian Luca Foresti; Emanuela Colombi; Claudio Piciarelli (WACV, 2023)

Few-Shot Pixel-Precise Document Layout Segmentation via Dynamic Instance Generation and Local Thresholding. - Axel De Nardin; Silvia Zottin; Claudio Piciarelli; Emanuela Colombi; Gian Luca Foresti (Int. J. Neural Syst., 2023)

ICDAR 2024 Competition on Few-Shot and Many-Shot Layout Segmentation of Ancient Manuscripts (SAM). - Silvia Zottin; Axel De Nardin; Gian Luca Foresti; Emanuela Colombi; Claudio Piciarelli (ICDAR (6), 2024)

A One-Shot Learning Approach to Document Layout Segmentation of Ancient Arabic Manuscripts. - Axel De Nardin; Silvia Zottin; Claudio Piciarelli; Emanuela Colombi; Gian Luca Foresti (WACV, 2024)

U-DIADS-Bib: a full and few-shot pixel-precise dataset for document layout analysis of ancient manuscripts. - Silvia Zottin; Axel De Nardin; Emanuela Colombi; Claudio Piciarelli; Filippo Pavan; Gian Luca Foresti (Neural Comput. Appl., 2024)

An Information System for Biblical Manuscripts Paratexts: Modeling, Implementation, and Future Directions. - Andrea Brunello; Emanuela Colombi; Matteo Raffin; Nicola Saccomanno (IRCDL, 2025)

Exploring Few-Shot Text Line Segmentation Approaches in Challenging Ancient Manuscripts. - Silvia Zottin; Axel De Nardin; Giuseppe Branca; Emanuela Colombi; Claudio Piciarelli; Hafsa Shujat; Gian Luca Foresti (IRCDL, 2025)

In-domain versus out-of-domain transfer learning for document layout analysis. - Axel De Nardin; Silvia Zottin; Claudio Piciarelli; Gian Luca Foresti; Emanuela Colombi (Int. J. Document Anal. Recognit., 2025)