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Axel De Nardin
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Masked Transformer for image Anomaly Localization
A De Nardin, P Mishra, GL Foresti, C Piciarelli
International Journal of Neural Systems 32 (07), 2250030, 2022
142022
Combining deep phenotyping of serum proteomics and clinical data via machine learning for COVID-19 biomarker discovery
AP Beltrami, M De Martino, E Dalla, MC Malfatti, F Caponnetto, M Codrich, ...
International Journal of Molecular Sciences 23 (16), 9161, 2022
72022
Efficient few-shot learning for pixel-precise handwritten document layout analysis
A De Nardin, S Zottin, M Paier, GL Foresti, E Colombi, C Piciarelli
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
52023
Few-shot pixel-precise document layout segmentation via dynamic instance generation and local thresholding
A De Nardin, S Zottin, C Piciarelli, E Colombi, GL Foresti
Available at SSRN 4333692, 2023
42023
Behind the mask: a critical perspective on the ethical, moral, and legal implications of AI in ophthalmology
D Veritti, L Rubinato, V Sarao, A De Nardin, GL Foresti, P Lanzetta
Graefe's Archive for Clinical and Experimental Ophthalmology 262 (3), 975-982, 2024
12024
U-DIADS-Bib: a full and few-shot pixel-precise dataset for document layout analysis of ancient manuscripts
S Zottin, A De Nardin, E Colombi, C Piciarelli, F Pavan, GL Foresti
Neural Computing and Applications, 1-13, 2024
12024
Bringing attention to image anomaly detection
A De Nardin, P Mishra, C Piciarelli, GL Foresti
International Conference on Image Analysis and Processing, 115-126, 2022
12022
A time-series classification approach to shallow web traffic de-anonymization
A De Nardin, M Miculan, C Piciarelli, GL Foresti
CEUR WORKSHOP PROCEEDINGS 2940, 156-165, 2021
12021
A One-Shot Learning Approach To Document Layout Segmentation of Ancient Arabic Manuscripts
A De Nardin, S Zottin, C Piciarelli, E Colombi, GL Foresti
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
Explainable artificial intelligence model for the detection of geographic atrophy using colour retinal photographs
V Sarao, D Veritti, A De Nardin, M Misciagna, G Foresti, P Lanzetta
BMJ Open Ophthalmology 8 (1), e001411, 2023
2023
Is ImageNet Always the Best Option? An Overview on Transfer Learning Strategies for Document Layout Analysis
A De Nardin, S Zottin, E Colombi, C Piciarelli, GL Foresti
International Conference on Image Analysis and Processing, 489-499, 2023
2023
Dynamic instance generation for few-shot handwritten document layout segmentation (short paper)
A De Nardin, S Zottin, M Paier, GL Foresti, E Colombi, C Piciarelli
CEUR WORKSHOP PROCEEDINGS 3286, 26-34, 2022
2022
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