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Drift Detection for Black Box Deep Learning Models
2024 Piano, Luca; Garcea, Fabio; Cavallone, Andrea; Aparicio Vazquez, Ignacio; Morra, Lia; Lamberti, Fabrizio
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives
2024 Morra, Lia; Santangelo, Antonio; Basci, Pietro; Piano, Luca; Garcea, Fabio; Lamberti, Fabrizio; Leone, Massimo
Data Augmentation for medical imaging: a Systematic Literature Review
2023 Garcea, Fabio; Serra, Alessio; Lamberti, Fabrizio; Morra, Lia
Detecting drift in deep learning: A methodology primer
2022 Piano, Luca; Garcea, Fabio; Gatteschi, Valentina; Lamberti, Fabrizio; Morra, Lia
Self-supervised and semi-supervised learning for road condition estimation from distributed road-side cameras
2022 Garcea, Fabio; Blanco, Giacomo; Croci, Alberto; Lamberti, Fabrizio; Mamone, Riccardo; Ricupero, Ruben; Morra, Lia; Allamano, Paola
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Drift Detection for Black Box Deep Learning Models / Piano, L., Garcea, F., Cavallone, A., Aparicio Vazquez, I., Morra, L., Lamberti, F.. - In: IT PROFESSIONAL. - ISSN 1520-9202. - 26:2(2024), pp. 24-31. [10.1109/MITP.2023.3338007] | 1-gen-2024 | Luca PianoFabio GarceaLia MorraFabrizio Lamberti + | ITPro_Drift_Detection_Extension_Last (1).pdf; Drift_Detection_for_Black-Box_Deep_Learning_Models.pdf |
| For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives / Morra, L., Santangelo, A., Basci, P., Piano, L., Garcea, F., Lamberti, F., Leone, M.. - In: COMPUTER VISION AND IMAGE UNDERSTANDING. - ISSN 1077-3142. - 249:(2024). [10.1016/j.cviu.2024.104187] | 1-gen-2024 | Lia MorraAntonio SantangeloPietro BasciLuca PianoFabio GarceaFabrizio Lamberti + | 1-s2.0-S1077314224002686-main.pdf |
| Data Augmentation for medical imaging: a Systematic Literature Review / Garcea, F., Serra, A., Lamberti, F., Morra, L.. - In: COMPUTERS IN BIOLOGY AND MEDICINE. - ISSN 0010-4825. - STAMPA. - 152:(2023). [10.1016/j.compbiomed.2022.106391] | 1-gen-2023 | Fabio GarceaFabrizio LambertiLia Morra + | DA_Systematic_Literature_Postprint.pdf; 1-s2.0-S001048252201099X-main.pdf |
| Detecting drift in deep learning: A methodology primer / Piano, L., Garcea, F., Gatteschi, V., Lamberti, F., Morra, L.. - In: IT PROFESSIONAL. - ISSN 1520-9202. - 24:5(2022), pp. 53-60. [10.1109/MITP.2022.3191318] | 1-gen-2022 | Piano, LucaGarcea, FabioGatteschi, ValentinaLamberti, FabrizioMorra, Lia | ITPro_Drift_Detection_Last.pdf; Piano_Detecting_Drift_in_Deep_Learning_A_Methodology_Primer.pdf |
| Self-supervised and semi-supervised learning for road condition estimation from distributed road-side cameras / Garcea, F., Blanco, G., Croci, A., Lamberti, F., Mamone, R., Ricupero, R., Morra, L., Allamano, P.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - STAMPA. - 12:(2022). [10.1038/s41598-022-26180-4] | 1-gen-2022 | Fabio GarceaGiacomo BlancoAlberto CrociFabrizio LambertiRuben RicuperoLia MorraPaola Allamano + | Waterview___Scientific_Reports_R2.pdf; s41598-022-26180-4.pdf |