Carlo Alberto Barbano
Research fellow
Research fellow
- Dipartimento di Informatica
- SSD: INF/01 - informatics
- ORCID: orcid.org/0000-0001-9512-0440
Contacts
At
- Computer Science Department
- Dipartimento di Informatica
Selected research products
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
Research topics
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.
Research groups