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2020 – today
- 2024
[j4]Lia Morra, Antonio Santangelo, Pietro Basci, Luca Piano, Fabio Garcea, Fabrizio Lamberti, Massimo Leone:
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives. Comput. Vis. Image Underst. 249: 104187 (2024)- [j3]Luca Piano
, Fabio Garcea, Andrea Cavallone, Ignacio Aparicio Vazquez, Lia Morra, Fabrizio Lamberti:
Drift Detection for Black-Box Deep Learning Models. IT Prof. 26(2): 24-31 (2024) - [i4]Francesco Dibitonto, Fabio Garcea, André Panisson, Alan Perotti, Lia Morra:
HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiers. CoRR abs/2403.08536 (2024) - [i3]Pietro Recalcati, Fabio Garcea, Luca Piano, Fabrizio Lamberti, Lia Morra:
Toward a Realistic Benchmark for Out-of-Distribution Detection. CoRR abs/2404.10474 (2024) - [i2]Lia Morra, Antonio Santangelo, Pietro Basci, Luca Piano, Fabio Garcea, Fabrizio Lamberti, Massimo Leone:
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives. CoRR abs/2407.03268 (2024) - 2023
- [j2]Fabio Garcea, Alessio Serra, Fabrizio Lamberti, Lia Morra:
Data augmentation for medical imaging: A systematic literature review. Comput. Biol. Medicine 152: 106391 (2023) - [c5]Pietro Recalcati, Fabio Garcea, Luca Piano, Fabrizio Lamberti, Lia Morra:
Toward a Realistic Benchmark for Out-of-Distribution Detection. DSAA 2023: 1-10 - [c4]Francesco Dibitonto, Fabio Garcea, André Panisson, Alan Perotti, Lia Morra:
HOLMES: HOLonym-MEronym Based Semantic Inspection for Convolutional Image Classifiers. xAI (2) 2023: 475-498 - 2022
- [j1]Luca Piano, Fabio Garcea, Valentina Gatteschi, Fabrizio Lamberti, Lia Morra:
Detecting Drift in Deep Learning: A Methodology Primer. IT Prof. 24(5): 53-60 (2022) - 2021
- [c3]Fabio Garcea, Lia Morra, Fabrizio Lamberti:
On the Use of Causal Models to Build Better Datasets. COMPSAC 2021: 1514-1519 - 2020
- [c2]Fabio Garcea, Sina Famouri, Davide Valentino, Lia Morra, Fabrizio Lamberti:
iNNvestigate-GUI - Explaining Neural Networks Through an Interactive Visualization Tool. ANNPR 2020: 291-303 - [c1]Fabio Garcea, Alessandro Cucco, Lia Morra, Fabrizio Lamberti:
Object Tracking Through Residual and Dense LSTMs. ICIAR (2) 2020: 100-111 - [i1]Fabio Garcea, Alessandro Cucco, Lia Morra, Fabrizio Lamberti:
Object Tracking through Residual and Dense LSTMs. CoRR abs/2006.12061 (2020)
Coauthor Index
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