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HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiers
2023 Dibitonto, Francesco; Garcea, Fabio; Panisson, André; Perotti, Alan; Morra, Lia
Toward a Realistic Benchmark for Out-of-Distribution Detection
2023 Recalcati, Pietro; Garcea, Fabio; Piano, Luca; Lamberti, Fabrizio; Morra, Lia
On the Use of Causal Models to Build Better Datasets
2021 Garcea, Fabio; Morra, Lia; Lamberti, Fabrizio
iNNvestigate-GUI - Explaining neural networks through an interactive visualization tool
2020 Garcea, Fabio; Famouri, Sina; Valentino, Davide; Morra, Lia; Lamberti, Fabrizio
Object tracking through residual and dense LSTMs
2020 Garcea, Fabio; Cucco, Alessandro; Morra, Lia; Lamberti, Fabrizio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiers / Dibitonto, Francesco; Garcea, Fabio; Panisson, André; Perotti, Alan; Morra, Lia. - ELETTRONICO. - 1902:(2023), pp. 475-498. (Intervento presentato al convegno First World Conference on eXplainable Artificial Intelligence (xAI 2023) tenutosi a Lisbon (Portugal) nel July 26-28, 2023) [10.1007/978-3-031-44067-0_25]. | 1-gen-2023 | Francesco DibitontoFabio GarceaLia Morra + | HOLMES_XAI_WC_clean_source.pdf; 978-3-031-44067-0_25.pdf |
| Toward a Realistic Benchmark for Out-of-Distribution Detection / Recalcati, Pietro; Garcea, Fabio; Piano, Luca; Lamberti, Fabrizio; Morra, Lia. - STAMPA. - (2023). (Intervento presentato al convegno International Conference on Data Science and Advanced Analytics (DSAA 2023) tenutosi a Thessaloniki (GR) nel 09-13 October 2023) [10.1109/DSAA60987.2023.10302486]. | 1-gen-2023 | Pietro RecalcatiFabio GarceaLuca PianoFabrizio LambertiLia Morra | Toward_a_Realistic_Benchmark_for_Out-of-Distribution_Detection.pdf; FACETS_DSAA_Postprint.pdf |
| On the Use of Causal Models to Build Better Datasets / Garcea, Fabio; Morra, Lia; Lamberti, Fabrizio. - STAMPA. - (2021), pp. 1514-1519. (Intervento presentato al convegno COMPSAC 2021 - AIML: The 4th IEEE International Workshop on Advances in Artificial Intelligence & Machine Learning: Applications, Challenges & Concerns tenutosi a All-Virtual nel July 12-16, 2021) [10.1109/COMPSAC51774.2021.00225]. | 1-gen-2021 | Fabio GarceaLia MorraFabrizio Lamberti | On the Use of Causal Models to Build Better Datasets.pdf; On_the_Use_of_Causal_Models_to_Build_Better_Datasets.pdf |
| iNNvestigate-GUI - Explaining neural networks through an interactive visualization tool / Garcea, Fabio; Famouri, Sina; Valentino, Davide; Morra, Lia; Lamberti, Fabrizio. - STAMPA. - 12294:(2020), pp. 291-303. (Intervento presentato al convegno 9th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2020) tenutosi a Winterthur, Switzerland nel September 2-4, 2020) [10.1007/978-3-030-58309-5_24]. | 1-gen-2020 | Fabio GarceaSina FamouriLia MorraFabrizio Lamberti + | Garcea2020_Chapter_INNvestigate-GUI-ExplainingNeu.pdf; iNNvestigate_GUI___Explaining_Neural_Networks_Through_an_Interactive_Visualization_Tool.pdf |
| Object tracking through residual and dense LSTMs / Garcea, Fabio; Cucco, Alessandro; Morra, Lia; Lamberti, Fabrizio. - STAMPA. - (2020), pp. 100-111. (Intervento presentato al convegno 17th International Conference on Image Analysis and Recognition (ICIAR 2020) tenutosi a Póvoa de Varzim, Portugal nel 24-26 June, 2020) [10.1007/978-3-030-50516-5_9]. | 1-gen-2020 | Fabio GarceaAlessandro CuccoLia MorraFabrizio Lamberti | Garcea2020_Chapter_ObjectTrackingThroughResidualA.pdf; Object_Tracking_through_Residual_and_Dense_LSTMs.pdf |