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Carlo Alberto Barbano
Carlo Alberto Barbano
Verified email at unito.it
Title
Cited by
Cited by
Year
Unveiling covid-19 from chest x-ray with deep learning: a hurdles race with small data
E Tartaglione, CA Barbano, C Berzovini, M Calandri, M Grangetto
International Journal of Environmental Research and Public Health 17 (18), 6933, 2020
2172020
EnD: Entangling and Disentangling deep representations for bias correction
E Tartaglione, CA Barbano, M Grangetto
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021, 2021
1062021
UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading
CA Barbano, D Perlo, E Tartaglione, A Fiandrotti, L Bertero, P Cassoni, ...
IEEE International Conference on Image Processing (ICIP), 2021, 2021
222021
Unbiased Supervised Contrastive Learning
CA Barbano, B Dufumier, E Tartaglione, M Grangetto, P Gori
The Eleventh International Conference on Learning Representations (ICLR), 2023, 2022
192022
Bridging the gap between debiasing and privacy for deep learning
CA Barbano, E Tartaglione, M Grangetto
Proceedings of the IEEE/CVF International Conference on Computer Visioná…, 2021
132021
Simplify: A python library for optimizing pruned neural networks
A Bragagnolo, CA Barbano
SoftwareX 17, 100907, 2022
122022
A two-step radiologist-like approach for covid-19 computer-aided diagnosis from chest x-ray images
CA Barbano, E Tartaglione, C Berzovini, M Calandri, M Grangetto
International Conference on Image Analysis and Processing, 173-184, 2022
112022
Contrastive learning for regression in multi-site brain age prediction
CA Barbano, B Dufumier, E Duchesnay, M Grangetto, P Gori
International Symposium on Biomedical Imaging (ISBI), 2023, 2022
92022
Integrating Prior Knowledge in Contrastive Learning with Kernel
B Dufumier, CA Barbano, R Louiset, E Duchesnay, P Gori
40th International Conference on Machine Learning (ICML), 2023, 2023
8*2023
Unitopatho
L Bertero, CA Barbano, D Perlo, E Tartaglione, P Cassoni, M Grangetto, ...
IEEE Dataport, 2021
12021
Detection of subclinical atherosclerosis by image-based deep learning on chest x-ray
G Gallone, F Iodice, A Presta, D Tore, O de Filippo, M Visciano, ...
arXiv preprint arXiv:2403.18756, 2024
2024
Collateral-Free Learning of Deep Representations: From Natural Images to Biomedical Applications
CA Barbano
Institut Polytechnique de Paris; UniversitÓ di Torino (Turin, Italie), 2023
2023
Fairness, Debiasing and Privacy in Computer Vision and Medical Imaging
CA Barbano, E Duchesnay, B Dufumier, P Gori, M Grangetto
CEUR WORKSHOP PROCEEDINGS 3486, 318-323, 2023
2023
Artificial intelligence methods for biomedical imaging and omics data
CA Barbano, M Beccuti, F Cordero, DN Ivanov, N Licheri, S Pernice, ...
CEUR WORKSHOP PROCEEDINGS 3486, 154-159, 2023
2023
Unsupervised Learning of Unbiased Visual Representations
CA Barbano, E Tartaglione, M Grangetto
arXiv preprint arXiv:2204.12941, 2022
2022
AI for health and well-being: from biomedical images to healthcare process management passing by virtual dietitian
L Anselma, R Aringhieri, C Barbano, G Boella, L Di Caro, M Grangetto, ...
Ongoing Research Projects on Responsible and Trustworthy AI at UniversitÓ di Torino
R Damiano, A Lieto, GL Pozzato, CA Barbano, E Tartaglione, M Grangetto, ...
EnD: Entangling and Disentangling deep representations for bias correction Supplementary material
E Tartaglione, CA Barbano, M Grangetto
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