Dipartimento di Informatica

Prodotti della ricerca selezionati

Simplify: A Python library for optimizing pruned neural networks
In corso di stampa Bragagnolo, Andrea; Barbano, Carlo Alberto https://iris.unito.it/handle/2318/1825749

Integrating Prior Knowledge in Contrastive Learning with Kernel
2023-01-01 Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori https://iris.unito.it/handle/2318/1930789

Unbiased Supervised Contrastive Learning
2023-01-01 Carlo Alberto Barbano, Benoit Dufumier, Enzo Tartaglione, Marco Grangetto, Pietro Gori https://iris.unito.it/handle/2318/1930792

Fairness, Debiasing and Privacy in Computer Vision and Medical Imaging
2023-01-01 Barbano C.A.; Duchesnay E.; Dufumier B.; Gori P.; Grangetto M. https://iris.unito.it/handle/2318/1945242

Artificial intelligence methods for biomedical imaging and omics data
2023-01-01 Barbano C.A.; Beccuti M.; Cordero F.; Ivanov D.N.; Licheri N.; Pernice S.; Presta A.; Renzulli R.; Grangetto M. https://iris.unito.it/handle/2318/1944291

Contrastive Learning for Regression in Multi-Site Brain Age Prediction
2023-01-01 Barbano, Carlo Alberto; Dufumier, Benoit; Duchesnay, Edouard; Grangetto, Marco; Gori, Pietro https://iris.unito.it/handle/2318/1930786

A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray Images
2022-01-01 Barbano Carlo Alberto Maria; Tartaglione E.; Berzovini C.; Calandri M.; Grangetto M. https://iris.unito.it/handle/2318/1863524

Unitopatho, A Labeled Histopathological Dataset for Colorectal Polyps Classification and Adenoma Dysplasia Grading
2021-01-01 Carlo Alberto Barbano; Daniele Perlo; Enzo Tartaglione; Attilio Fiandrotti; Luca Bertero; Paola Cassoni; Marco Grangetto https://iris.unito.it/handle/2318/1930793

Unitopatho, A Labeled Histopathological Dataset for Colorectal Polyps Classification and Adenoma Dysplasia Grading
2021-01-01 Barbano, Carlo Alberto; Perlo, Daniele; Tartaglione, Enzo; Fiandrotti, Attilio; Bertero, Luca; Cassoni, Paola; Grangetto, Marco https://iris.unito.it/handle/2318/1802617

UNITOPATHO
2021-01-01 Luca Bertero; Carlo Alberto Barbano; Daniele Perlo; Enzo Tartaglione; Paola Cassoni; Marco Grangetto; Attilio Fiandrotti; Alessandro Gambella; Luca Cavallo https://iris.unito.it/handle/2318/1795378

Bridging the gap between debiasing and privacy for deep learning
2021-01-01 Barbano, Carlo Alberto; Tartaglione, Enzo; Grangetto, Marco https://iris.unito.it/handle/2318/1825746

EnD: Entangling and Disentangling Deep Representations for Bias Correction
2021-01-01 Enzo Tartaglione, Carlo Alberto Barbano, Marco Grangetto https://iris.unito.it/handle/2318/1795476

Temi di ricerca

I am a postdoctoral researcher at the Computer Science Department of University of Turin.
My research focuses on deep learning, biases and fairness, regularization, and medical imaging. I received a double Ph.D. from University of Turin, Italy, and Télécom Paris, IP Paris, France.

Gruppi di ricerca

• EIDOSlab: Digital image processing, computer vision and virtual reality

• EIDOSlab: Digital image processing, computer vision and virtual reality