11573/1746903 - 2025 -
Towards interpretable deep learning in ceramic petrographic fabric classification through a comparative study of convolutional neural networks and vision transformers Capriotti, S; Devoto, A; Genovese, D; Mignardi, S; Scardapane, S; Medeghini, L - 04d Abstract in atti di convegno
conference: Congresso congiunto SGI, SIMP 2025 (Padova, Italia)
book: Atti di convegno Congresso congiunto SGI, SIMP 2025 - ()
11573/1746900 - 2025 -
Explainable vision transformers for the petrographic classification of Levantine ceramics Capriotti, Sara; Devoto, Alessio; Genovese, Donatella; Mignardi, Silvano; Scardapane, Simone; Medeghini, Laura - 04d Abstract in atti di convegno
conference: EMAC European Meeting on Ancient Ceramics (Bilbao, Spagna)
book: Atti di convegno EMAC - ()
11573/1746779 - 2025 -
EXPLAINABLE DEEP LEARNING FOR PETROGRAPHIC FABRIC CLASSIFICATION OF LEVANTINE POTTERY Capriotti, Sara; Devoto, Alessio; Scardapane, Simone; Mignardi, Silvano; Medeghini, Laura - 04d Abstract in atti di convegno
conference: TECHNART 2025 - International conference on analytical techniques for heritage studies and conservation (Perugia, Italia)
book: Atti di convegno TECHNART 2025 - ()
11573/1746780 - 2025 -
Interpretable classification of Levantine ceramic thin sections via neural networks Capriotti, Sara; Devoto, Alessio; Scardapane, Simone; Mignardi, Silvano; Medeghini, Laura - 01a Articolo in rivista
paper: MACHINE LEARNING: SCIENCE AND TECHNOLOGY (Bristol: IOP Publishing) pp. - - issn: 2632-2153 - wos: WOS:001520296100001 (0) - scopus: 2-s2.0-105009844893 (0)
11573/1747501 - 2025 -
Deep learning for ceramic fabric classification: A focus on Levantine pottery Capriotti, Sara; Devoto, Alessio; Scardapane, Simone; Mignardi, Silvano; Medeghini, Laura - 04d Abstract in atti di convegno
conference: 4th International Conference TMM_CH Transdisciplinary Multispectral Modelling and Cooperation for the Preservation of Cultural Heritage (Athens, Greece)
book: Atti di convegno TMM_CH - ()
11573/1747187 - 2025 -
Mixture-of-experts graph transformers for interpretable particle collision detection Genovese, D.; Sgroi, A.; Devoto, A.; Valentine, S.; Wood, L.; Sebastiani, C.; Scardapane, S.; D'onofrio, M.; Giagu, S. - 01a Articolo in rivista
paper: SCIENTIFIC REPORTS (London: Springer Nature
London: Nature Publishing Group) pp. - - issn: 2045-2322 - wos: WOS:001542459800031 (0) - scopus: 2-s2.0-105012286552 (0)
11573/1750784 - 2024 -
Adaptive Semantic Token Selection for AI-native Goal-oriented Communications Devoto, Alessio; Petruzzi, Simone; Pomponi, Jary; Di Lorenzo, Paolo; Scardapane, Simone - 04b Atto di convegno in volume
conference: Globecomm 2024 (Cape Town)
book: Generative Horizons @ Global Communications Conference 2024 - ()
11573/1717183 - 2024 -
Conditional computation in neural networks: Principles and research trends Scardapane, Simone; Baiocchi, Alessandro; Devoto, Alessio; Marsocci, Valerio; Minervini, Pasquale; Pomponi, Jary - 01a Articolo in rivista
paper: INTELLIGENZA ARTIFICIALE (Associazione Italiana per l'Intelligenza Artificiale) pp. 175-190 - issn: 1724-8035 - wos: WOS:001301163200013 (1) - scopus: 2-s2.0-85200778975 (3)
11573/1693645 - 2023 -
On the robustness of vision transformers for in-flight monocular depth estimation Ercolino, Simone; Devoto, Alessio; Monorchio, Luca; Santini, Matteo; Mazzaro, Silvio; Scardapane, Simone - 01a Articolo in rivista
paper: Industrial Artificial Intelligence (Springer) pp. - - issn: 2731-667X - wos: (0) - scopus: (0)