Fabio Garcea

13 papers B 2Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Drift Detection for Black-Box Deep Learning Models.
IT Prof.
Luca Piano, Fabio Garcea, Andrea Cavallone, Ignacio Aparicio Vazquez, Lia Morra, Fabrizio Lamberti
2024 J jnl
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives.
CoRR
Lia Morra, Antonio Santangelo, Pietro Basci, Luca Piano, Fabio Garcea, Fabrizio Lamberti, Massimo Leone
2024 J jnl
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives.
Comput. Vis. Image Underst.
Lia Morra, Antonio Santangelo, Pietro Basci, Luca Piano, Fabio Garcea, Fabrizio Lamberti, Massimo Leone
2024 J jnl
HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiers.
CoRR
Francesco Dibitonto, Fabio Garcea, André Panisson, Alan Perotti, Lia Morra
2024 J jnl
Toward a Realistic Benchmark for Out-of-Distribution Detection.
CoRR
Pietro Recalcati, Fabio Garcea, Luca Piano, Fabrizio Lamberti, Lia Morra
2023 J jnl
Data augmentation for medical imaging: A systematic literature review.
Comput. Biol. Medicine
Fabio Garcea, Alessio Serra, Fabrizio Lamberti, Lia Morra
2023 — conf
HOLMES: HOLonym-MEronym Based Semantic Inspection for Convolutional Image Classifiers.
xAI (2)
Francesco Dibitonto, Fabio Garcea, André Panisson, Alan Perotti, Lia Morra
2023 B conf
Toward a Realistic Benchmark for Out-of-Distribution Detection.
DSAA
Pietro Recalcati, Fabio Garcea, Luca Piano, Fabrizio Lamberti, Lia Morra
2022 J jnl
Detecting Drift in Deep Learning: A Methodology Primer.
IT Prof.
Luca Piano, Fabio Garcea, Valentina Gatteschi, Fabrizio Lamberti, Lia Morra
2021 B conf
On the Use of Causal Models to Build Better Datasets.
COMPSAC
Fabio Garcea, Lia Morra, Fabrizio Lamberti
2020 — conf
Object Tracking Through Residual and Dense LSTMs.
ICIAR (2)
Fabio Garcea, Alessandro Cucco, Lia Morra, Fabrizio Lamberti
2020 J jnl
Object Tracking through Residual and Dense LSTMs.
CoRR
Fabio Garcea, Alessandro Cucco, Lia Morra, Fabrizio Lamberti
2020 — conf
iNNvestigate-GUI - Explaining Neural Networks Through an Interactive Visualization Tool.
ANNPR
Fabio Garcea, Sina Famouri, Davide Valentino, Lia Morra, Fabrizio Lamberti