Silvia Zottin

21 papers A 2Misc 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
FsBAD: Data-efficient feature reconstruction for few-shot brain anomaly detection.
Pattern Recognit. Lett.
Hussain Ahmad Madni, Hafsa Shujat, Axel De Nardin, Silvia Zottin, Gian Luca Foresti
2026 J jnl
Mitigating Data Scarcity in Cancer Classification With Synthetic Data.
IEEE Access
Hussain Ahmad Madni, Hafsa Shujat, Silvia Zottin, Axel De Nardin, Gian Luca Foresti
2025 J jnl
A multibranch and multiattention framework for floor plan segmentation.
Comput. Aided Civ. Infrastructure Eng.
Axel De Nardin, Silvia Zottin, Andrea Toma, Claudio Piciarelli, Gian Luca Foresti
2025 — conf
Deep Learning-Based Intrusion Detection Systems for Phishing Email Detection: A Short Survey.
ICCVW
Axel De Nardin, Silvia Zottin, Claudio Piciarelli, Gian Luca Foresti
2025 — conf
Exploring Few-Shot Text Line Segmentation Approaches in Challenging Ancient Manuscripts.
IRCDL
Silvia Zottin, Axel De Nardin, Giuseppe Branca, Emanuela Colombi, Claudio Piciarelli, Hafsa Shujat, Gian Luca Foresti
2025 J jnl
FL-W3S: Cross-domain federated learning for weakly supervised semantic segmentation of white blood cells.
Int. J. Medical Informatics
Hussain Ahmad Madni, Rao Muhammad Umer, Silvia Zottin, Carsten Marr, Gian Luca Foresti
2025 — conf
ICDAR 2025 Competition on FEw-Shot Text Line Segmentation of Ancient Handwritten Documents (FEST).
ICDAR (5)
Silvia Zottin, Axel De Nardin, Giuseppe Branca, Claudio Piciarelli, Gian Luca Foresti
2025 J jnl
ICDAR 2025 Competition on FEw-Shot Text line segmentation of ancient handwritten documents (FEST).
CoRR
Silvia Zottin, Axel De Nardin, Giuseppe Branca, Claudio Piciarelli, Gian Luca Foresti
2025 J jnl
In-domain versus out-of-domain transfer learning for document layout analysis.
Int. J. Document Anal. Recognit.
Axel De Nardin, Silvia Zottin, Claudio Piciarelli, Gian Luca Foresti, Emanuela Colombi
2025 J jnl
Multi-Modal Analysis of Bi-Parametric MRI Slices for Lesion Detection in Prostate Cancer Screening.
IEEE Access
Davide Antonutti, Axel De Nardin, Silvia Zottin, Claudio Piciarelli, Gian Luca Foresti
2025 Misc conf
Segmenting Anything in Architecture: A Tailored Approach to Segmenting Floor Plan Documents.
ICIAP
Claudio Piciarelli, Silvia Zottin, Axel De Nardin, Gian Luca Foresti
2025 J jnl
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels.
Int. J. Neural Syst.
Hussain Ahmad Madni, Hafsa Shujat, Axel De Nardin, Silvia Zottin, Gian Luca Foresti
2024 A conf
A One-Shot Learning Approach to Document Layout Segmentation of Ancient Arabic Manuscripts.
WACV
Axel De Nardin, Silvia Zottin, Claudio Piciarelli, Emanuela Colombi, Gian Luca Foresti
2024 — conf
ICDAR 2024 Competition on Few-Shot and Many-Shot Layout Segmentation of Ancient Manuscripts (SAM).
ICDAR (6)
Silvia Zottin, Axel De Nardin, Gian Luca Foresti, Emanuela Colombi, Claudio Piciarelli
2024 J jnl
U-DIADS-Bib: a full and few-shot pixel-precise dataset for document layout analysis of ancient manuscripts.
CoRR
Silvia Zottin, Axel De Nardin, Emanuela Colombi, Claudio Piciarelli, Filippo Pavan, Gian Luca Foresti
2024 J jnl
U-DIADS-Bib: a full and few-shot pixel-precise dataset for document layout analysis of ancient manuscripts.
Neural Comput. Appl.
Silvia Zottin, Axel De Nardin, Emanuela Colombi, Claudio Piciarelli, Filippo Pavan, Gian Luca Foresti
2023 A conf
Efficient few-shot learning for pixel-precise handwritten document layout analysis.
WACV
Axel De Nardin, Silvia Zottin, Matteo Paier, Gian Luca Foresti, Emanuela Colombi, Claudio Piciarelli
2023 J jnl
Few-Shot Pixel-Precise Document Layout Segmentation via Dynamic Instance Generation and Local Thresholding.
Int. J. Neural Syst.
Axel De Nardin, Silvia Zottin, Claudio Piciarelli, Emanuela Colombi, Gian Luca Foresti
2023 — conf
Is ImageNet Always the Best Option? An Overview on Transfer Learning Strategies for Document Layout Analysis.
ICIAP Workshops (2)
Axel De Nardin, Silvia Zottin, Emanuela Colombi, Claudio Piciarelli, Gian Luca Foresti
2022 — conf
Dynamic Instance Generation for Few-Shot Handwritten Document Layout Segmentation (short paper).
AI4CH@AI*IA
Axel De Nardin, Silvia Zottin, Matteo Paier, Gian Luca Foresti, Emanuela Colombi, Claudio Piciarelli
2022 J jnl
Efficient few-shot learning for pixel-precise handwritten document layout analysis.
CoRR
Axel De Nardin, Silvia Zottin, Matteo Paier, Gian Luca Foresti, Emanuela Colombi, Claudio Piciarelli