Carlo Alberto Barbano

39 papers A* 3B 1Misc 1Journal 26Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Anatomical foundation models for brain MRIs. Pattern Recognit. Lett. Carlo Alberto Barbano, Matteo Brunello, Benoit Dufumier, Marco Grangetto
2026	J	`jnl`	Automated Prediction of Paravalvular Regurgitation before Transcatheter Aortic Valve Implantation. CoRR Michele Cannito, Riccardo Renzulli, Adson Duarte, Farzad Nikfam, Carlo Alberto Barbano, Enrico Chiesa, Francesco Bruno, Federico Giacobbe, Wojciech Wanha, Arturo Giordano, Marco Grangetto, Fabrizio D'Ascenzo
2026	J	`jnl`	Cardiac Output Prediction from Echocardiograms: Self-Supervised Learning with Limited Data. CoRR Adson Duarte, Davide Vitturini, Emanuele Milillo, Andrea Bragagnolo, Carlo Alberto Barbano, Riccardo Renzulli, Michele Cannito, Federico Giacobbe, Francesco Bruno, Ovidio De Filippo, Fabrizio D'Ascenzo, Marco Grangetto
2026	J	`jnl`	Robust brain age estimation from structural MRI with contrastive learning. Pattern Recognit. Lett. Carlo Alberto Barbano, Benoit Dufumier, Edouard Duchesnay, Marco Grangetto, Pietro Gori
2026	J	`jnl`	Unsupervised contrastive analysis for anomaly detection in brain MRIs via conditional diffusion models. Pattern Recognit. Lett. Cristiano Patrício, Carlo Alberto Barbano, Attilio Fiandrotti, Riccardo Renzulli, Marco Grangetto, Luís F. Teixeira, João Neves
2025	Misc	`conf`	Improving Generative Data Augmentation with Prior-Knowledge for Dysplasia Grading of Colorectal Polyps. ICIAP Roberto Craparotta, Desislav Nikolaev Ivanov, Carlo Alberto Barbano, Enzo Tartaglione, Alessandro Gambella, Luca Cavallo, Paola Cassoni, Luca Bertero, Marco Grangetto
2025	J	`jnl`	Robust brain age estimation from structural MRI with contrastive learning. CoRR Carlo Alberto Barbano, Benoit Dufumier, Edouard Duchesnay, Marco Grangetto, Pietro Gori
2025	J	`jnl`	Say My Name: a Model's Bias Discovery Framework. Trans. Mach. Learn. Res. Massimiliano Ciranni, Luca Molinaro, Carlo Alberto Barbano, Attilio Fiandrotti, Vittorio Murino, Vito Paolo Pastore, Enzo Tartaglione
2025	J	`jnl`	Stacked Regression using Off-the-shelf, Stimulus-tuned and Fine-tuned Neural Networks for Predicting fMRI Brain Responses to Movies (Algonauts 2025 Report). CoRR Robert Scholz, Kunal Bagga, Christine Ahrends, Carlo Alberto Barbano
2025	J	`jnl`	The silence of the weights: an investigation of structural pruning strategies for attention-based audio signal architectures. CoRR Andrea Diecidue, Carlo Alberto Barbano, Piero Fraternali, Mathieu Fontaine, Enzo Tartaglione
2025	J	`jnl`	Unsupervised Learning of Unbiased Visual Representations. IEEE Trans. Artif. Intell. Carlo Alberto Barbano, Enzo Tartaglione, Marco Grangetto
2024	J	`jnl`	AI-Assisted Diagnosis for Covid-19 CXR Screening: From Data Collection to Clinical Validation. CoRR Carlo Alberto Barbano, Riccardo Renzulli, Marco Grosso, Domenico Basile, Marco Busso, Marco Grangetto
2024	—	`conf`	AI-Assisted Diagnosis for Covid-19 CXR Screening: from Data Collection to Clinical Validation. ISBI Carlo Alberto Barbano, Riccardo Renzulli, Marco Grosso, Domenico Basile, Marco Busso, Marco Grangetto
2024	J	`jnl`	Anatomical Foundation Models for Brain MRIs. CoRR Carlo Alberto Barbano, Matteo Brunello, Benoit Dufumier, Marco Grangetto
2024	J	`jnl`	Detection of subclinical atherosclerosis by image-based deep learning on chest x-ray. CoRR Guglielmo Gallone, Francesco Iodice, Alberto Presta, Davide Tore, Ovidio De Filippo, Michele Visciano, Carlo Alberto Barbano, Alessandro Serafini, Paola Gorrini, Alessandro Bruno, Walter Grosso Marra, James Hughes, Mario Iannaccone, Paolo Fonio, Attilio Fiandrotti, Alessandro Depaoli, Marco Grangetto, Gaetano Maria de Ferrari, Fabrizio D'Ascenzo
2024	J	`jnl`	Knowledge Transfer Across Modalities with Natural Language Supervision. CoRR Carlo Alberto Barbano, Luca Molinaro, Emanuele Aiello, Marco Grangetto
2024	—	`conf`	Multi-target Stain Normalization for Histology Slides. MOVI@MICCAI Desislav Nikolaev Ivanov, Carlo Alberto Barbano, Marco Grangetto
2024	J	`jnl`	Multi-target stain normalization for histology slides. CoRR Desislav Nikolaev Ivanov, Carlo Alberto Barbano, Marco Grangetto
2024	J	`jnl`	Say My Name: a Model's Bias Discovery Framework. CoRR Massimiliano Ciranni, Luca Molinaro, Carlo Alberto Barbano, Attilio Fiandrotti, Vittorio Murino, Vito Paolo Pastore, Enzo Tartaglione
2024	J	`jnl`	Unsupervised Contrastive Analysis for Salient Pattern Detection using Conditional Diffusion Models. CoRR Cristiano Patrício, Carlo Alberto Barbano, Attilio Fiandrotti, Riccardo Renzulli, Marco Grangetto, Luís F. Teixeira, João C. Neves
2023	—	`conf`	Artificial intelligence methods for biomedical imaging and omics data. Ital-IA Carlo Alberto Barbano, Marco Beccuti, Francesca Cordero, Desislav Nikolaev Ivanov, Nicola Licheri, Simone Pernice, Alberto Presta, Riccardo Renzulli, Marco Grangetto
2023	—	`—`	Collateral-Free Learning of Deep Representations : From Natural Images to Biomedical Applications. (Apprentissage sans collatéral des représentations profondes : Des images naturelles aux applications biomédicales). Carlo Alberto Barbano
2023	—	`conf`	Contrastive Learning for Regression in Multi-Site Brain Age Prediction. ISBI Carlo Alberto Barbano, Benoit Dufumier, Edouard Duchesnay, Marco Grangetto, Pietro Gori
2023	—	`conf`	Fairness, Debiasing and Privacy in Computer Vision and Medical Imaging. Ital-IA Carlo Alberto Barbano, Edouard Duchesnay, Benoit Dufumier, Pietro Gori, Marco Grangetto
2023	A*	`conf`	Integrating Prior Knowledge in Contrastive Learning with Kernel. ICML Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori
2023	A*	`conf`	Unbiased Supervised Contrastive Learning. ICLR Carlo Alberto Barbano, Benoit Dufumier, Enzo Tartaglione, Marco Grangetto, Pietro Gori
2022	—	`conf`	A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray Images. ICIAP (1) Carlo Alberto Barbano, Enzo Tartaglione, Claudio Berzovini, Marco Calandri, Marco Grangetto
2022	J	`jnl`	Contrastive learning for regression in multi-site brain age prediction. CoRR Carlo Alberto Barbano, Benoit Dufumier, Edouard Duchesnay, Marco Grangetto, Pietro Gori
2022	J	`jnl`	Rethinking Positive Sampling for Contrastive Learning with Kernel. CoRR Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori
2022	J	`jnl`	Simplify: A Python library for optimizing pruned neural networks. SoftwareX Andrea Bragagnolo, Carlo Alberto Barbano
2022	J	`jnl`	Unbiased Supervised Contrastive Learning. CoRR Carlo Alberto Barbano, Benoit Dufumier, Enzo Tartaglione, Marco Grangetto, Pietro Gori
2022	J	`jnl`	Unsupervised Learning of Unbiased Visual Representations. CoRR Carlo Alberto Barbano, Enzo Tartaglione, Marco Grangetto
2021	J	`jnl`	A two-step explainable approach for COVID-19 computer-aided diagnosis from chest x-ray images. CoRR Carlo Alberto Barbano, Enzo Tartaglione, Claudio Berzovini, Marco Calandri, Marco Grangetto
2021	—	`conf`	Bridging the gap between debiasing and privacy for deep learning. ICCVW Carlo Alberto Barbano, Enzo Tartaglione, Marco Grangetto
2021	A*	`conf`	EnD: Entangling and Disentangling Deep Representations for Bias Correction. CVPR Enzo Tartaglione, Carlo Alberto Barbano, Marco Grangetto
2021	J	`jnl`	EnD: Entangling and Disentangling deep representations for bias correction. CoRR Enzo Tartaglione, Carlo Alberto Barbano, Marco Grangetto
2021	J	`jnl`	UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading. CoRR Carlo Alberto Barbano, Daniele Perlo, Enzo Tartaglione, Attilio Fiandrotti, Luca Bertero, Paola Cassoni, Marco Grangetto
2021	B	`conf`	Unitopatho, A Labeled Histopathological Dataset for Colorectal Polyps Classification and Adenoma Dysplasia Grading. ICIP Carlo Alberto Barbano, Daniele Perlo, Enzo Tartaglione, Attilio Fiandrotti, Luca Bertero, Paola Cassoni, Marco Grangetto
2020	J	`jnl`	Unveiling COVID-19 from Chest X-ray with deep learning: a hurdles race with small data. CoRR Enzo Tartaglione, Carlo Alberto Barbano, Claudio Berzovini, Marco Calandri, Marco Grangetto