Self-supervised and semi-supervised learning for road condition estimation from distributed road-side cameras
Garcea, Fabio, Blanco, Giacomo, Croci, Alberto, Lamberti, Fabrizio, Mamone, Riccardo, Ricupero, Ruben, Morra, Lia, Allamano, Paola
Published in Scientific reports (26.12.2022)
Published in Scientific reports (26.12.2022)
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Journal Article
Data augmentation for medical imaging: A systematic literature review
Garcea, Fabio, Serra, Alessio, Lamberti, Fabrizio, Morra, Lia
Published in Computers in biology and medicine (01.01.2023)
Published in Computers in biology and medicine (01.01.2023)
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Journal Article
Detecting Drift in Deep Learning: A Methodology Primer
Piano, Luca, Garcea, Fabio, Gatteschi, Valentina, Lamberti, Fabrizio, Morra, Lia
Published in IT professional (01.09.2022)
Published in IT professional (01.09.2022)
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Journal Article
Drift Detection for Black-Box Deep Learning Models
Piano, Luca, Garcea, Fabio, Cavallone, Andrea, Vazquez, Ignacio Aparicio, Morra, Lia, Lamberti, Fabrizio
Published in IT professional (01.03.2024)
Published in IT professional (01.03.2024)
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Journal Article
Toward a Realistic Benchmark for Out-of-Distribution Detection
Recalcati, Pietro, Garcea, Fabio, Piano, Luca, Lamberti, Fabrizio, Morra, Lia
Published in arXiv.org (16.04.2024)
Published in arXiv.org (16.04.2024)
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Paper
Journal Article
HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiers
Dibitonto, Francesco, Garcea, Fabio, Panisson, André, Perotti, Alan, Morra, Lia
Published in arXiv.org (13.03.2024)
Published in arXiv.org (13.03.2024)
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Paper
Journal Article
Toward a Realistic Benchmark for Out-of-Distribution Detection
Recalcati, Pietro, Garcea, Fabio, Piano, Luca, Lamberti, Fabrizio, Morra, Lia
Published in 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA) (09.10.2023)
Published in 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA) (09.10.2023)
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Conference Proceeding
On the Use of Causal Models to Build Better Datasets
Garcea, Fabio, Morra, Lia, Lamberti, Fabrizio
Published in 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC) (01.07.2021)
Published in 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC) (01.07.2021)
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Conference Proceeding
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives
Morra, Lia, Santangelo, Antonio, Basci, Pietro, Piano, Luca, Garcea, Fabio, Lamberti, Fabrizio, Leone, Massimo
Year of Publication 03.07.2024
Year of Publication 03.07.2024
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Journal Article
Object Tracking through Residual and Dense LSTMs
Garcea, Fabio, Cucco, Alessandro, Morra, Lia, Lamberti, Fabrizio
Published in arXiv.org (22.06.2020)
Published in arXiv.org (22.06.2020)
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Paper
Journal Article