11573/1776409 - 2026 -
Graph transformer and mixture of experts for rare signal detection in calorimeter data Genovese, Donatella; Devoto, Alessio; Carmignani, Joseph; Sebastiani, Cristiano; Scardapane, Simone; D'onofrio, Monica - 01a Articolo in rivista
paper: MACHINE LEARNING: SCIENCE AND TECHNOLOGY (Bristol: IOP Publishing) pp. 1-12 - issn: 2632-2153 - wos: WOS:001845921000001 (0) - scopus: 2-s2.0-105047803048 (0)
11573/1776209 - 2025 -
Topological Deep Learning Challenge 2025: Expanding the Data Landscape Bernárdez, Guillermo; Telyatnikov, Lev; Papillon, Mathilde; Montagna, Marco; Theiler, Raffael; Cornelis, Louisa; Mathe, Johan; Ferriol, Miquel; Vasylenko, Pavlo; Van Looy, Jan-Willem; Testa, Lucia; Neri, Bruno; Genovese, Donatella; Weber, Melanie; Wei, Amaury; Devoto, Alessio; Weers, Alexander; Jankowski, Robert; Cino, Loris; Leko, David; Banf, Michael; Müller, Jonas; Grapentin, Thomas; Paik, Taejin; Dutta, Abhijeet; Walter, Hugo; Vaitses Fontanari, Thomas; Ghasemi, Ali; Loi, Dario; Sáez De Ocáriz Borde, Haitz; Aguilar-Argüello, Gabriela; Da Rosa, Giovanni B.; Saulus, Théo; Rubiel Dolores-Cuenca, Eric; Di Nino, Leonardo; Leroy, Pierrick; Pandolfo, Mario Edoardo; Cavallo, Andrea; Qin, Yu; Snopov, Pavel; Akbari, Amirreza; Meza-Chávez, Ixchel; Van Langendonck, Louis; Able, Jared; Yuffa Meshcheryakova, Maria; Tsay, Henry; Benic, Luka; Filipiak, Dominik; Liu, Patrick; Liang, Huidong; Jr., Alexsandro Santos Da Rosa ´; Cattai, Tiziana; Borges, Henrique M.; Grimaldi, Enrico; Lecha, Manuel; Battiloro, Claudio; Liu, Xuan-Chen; Deshpande, Raj; Johnson, Graham; Morgunov, Igor; Micheron, Hugo; Devaux, Rémi; Jardin, Antoine; Emerson, Tegan; Fink, Olga; Miolane., Nina - 04b Atto di convegno in volume
conference: 1st Conference on Topology, Algebra, and Geometry in Data Science(TAG-DS 2025) (San Diego)
book: Proceedings of the 1st Conference on Topology, Algebra, and Geometry in Data Science(TAG-DS 2025), PMLR 321 - ()
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 (1) - scopus: 2-s2.0-105012286552 (2)
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 - ()
11573/1746903 - 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 - ()