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Fabio Garcea
Fabio Garcea
Computer Vision and AI Engineer, PhD
Verified email at polito.it - Homepage
Title
Cited by
Cited by
Year
Data augmentation for medical imaging: A systematic literature review
F Garcea, A Serra, F Lamberti, L Morra
Computers in Biology and Medicine 152, 106391, 2023
732023
Detecting drift in deep learning: A methodology primer
L Piano, F Garcea, V Gatteschi, F Lamberti, L Morra
IT Professional 24 (5), 53-60, 2022
42022
Self-supervised and semi-supervised learning for road condition estimation from distributed road-side cameras
F Garcea, G Blanco, A Croci, F Lamberti, R Mamone, R Ricupero, L Morra, ...
Scientific reports 12 (1), 22341, 2022
32022
Object tracking through residual and dense LSTMs
F Garcea, A Cucco, L Morra, F Lamberti
International Conference on Image Analysis and Recognition, 100-111, 2020
22020
iNNvestigate-GUI-explaining neural networks through an interactive visualization tool
F Garcea, S Famouri, D Valentino, L Morra, F Lamberti
Artificial Neural Networks in Pattern Recognition: 9th IAPR TC3 Workshop …, 2020
22020
On the Use of Causal Models to Build Better Datasets
F Garcea, L Morra, F Lamberti
2021 IEEE 45th Annual Computers, Software, and Applications Conference …, 2021
12021
Toward a Realistic Benchmark for Out-of-Distribution Detection
P Recalcati, F Garcea, L Piano, F Lamberti, L Morra
2023 IEEE 10th International Conference on Data Science and Advanced …, 2023
2023
Enhancing Robustness and Interpretability in Computer Vision AI
F Garcea
Politecnico di Torino, 2023
2023
HOLMES: HOLonym-MEronym Based Semantic Inspection for Convolutional Image Classifiers
F Dibitonto, F Garcea, A Panisson, A Perotti, L Morra
World Conference on Explainable Artificial Intelligence, 475-498, 2023
2023
Drift Detection for Black Box Deep Learning Models
L Piano, F Garcea, A Cavallone, IA Vazquez, L Morra, F Lamberti
IT PROFESSIONAL, 2023
2023
Design and Implementation of a Touchless Machine Interface using Embedded Linux
M Violante, F Garcea
2018
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