DEVOTO, ALESSIO
DEVOTO, ALESSIO
DIPARTIMENTO DI INGEGNERIA INFORMATICA, AUTOMATICA E GESTIONALE -ANTONIO RUBERTI-
Adaptive and efficient neural architectures: from adaptive computation to interpretable AI systems
2026 Devoto, Alessio
Adaptive layer and token selection for efficient fine-tuning of vision transformers
2025 Devoto, Alessio; Alvetreti, Federico; Pomponi, Jary; Di Lorenzo, Paolo; Minervini, Pasquale; Scardapane, Simone
Adaptive Semantic Token Communication for Transformer-Based Edge Inference
2026 Devoto, Alessio; Pomponi, Jary; Merluzzi, Mattia; Di Lorenzo, Paolo; Scardapane, Simone
Adaptive Semantic Token Selection for AI-native Goal-oriented Communications
2024 Devoto, Alessio; Petruzzi, Simone; Pomponi, Jary; Di Lorenzo, Paolo; Scardapane, Simone
Conditional computation in neural networks: Principles and research trends
2024 Scardapane, Simone; Baiocchi, Alessandro; Devoto, Alessio; Marsocci, Valerio; Minervini, Pasquale; Pomponi, Jary
Deep learning for ceramic fabric classification: A focus on Levantine pottery
2025 Capriotti, Sara; Devoto, Alessio; Scardapane, Simone; Mignardi, Silvano; Medeghini, Laura
Enhancing high-energy particle physics collision analysis through graph data attribution techniques
2026 Verdone, A.; Devoto, A.; Sebastiani, C.; Carmignani, J.; D'Onofrio, M.; Giagu, S.; Scardapane, S.; Panella, M.
EXPLAINABLE DEEP LEARNING FOR PETROGRAPHIC FABRIC CLASSIFICATION OF LEVANTINE POTTERY
2025 Capriotti, Sara; Devoto, Alessio; Scardapane, Simone; Mignardi, Silvano; Medeghini, Laura
Explainable vision transformers for the petrographic classification of Levantine ceramics
2025 Capriotti, Sara; Devoto, Alessio; Genovese, Donatella; Mignardi, Silvano; Scardapane, Simone; Medeghini, Laura
Graph transformer and mixture of experts for rare signal detection in calorimeter data
2026 Genovese, Donatella; Devoto, Alessio; Carmignani, Joseph; Sebastiani, Cristiano; Scardapane, Simone; D'Onofrio, Monica
Interpretable classification of Levantine ceramic thin sections via neural networks
2025 Capriotti, Sara; Devoto, Alessio; Scardapane, Simone; Mignardi, Silvano; Medeghini, Laura
Mixture-of-experts graph transformers for interpretable particle collision detection
2025 Genovese, D.; Sgroi, A.; Devoto, A.; Valentine, S.; Wood, L.; Sebastiani, C.; Scardapane, S.; D'Onofrio, M.; Giagu, S.
On the robustness of vision transformers for in-flight monocular depth estimation
2023 Ercolino, Simone; Devoto, Alessio; Monorchio, Luca; Santini, Matteo; Mazzaro, Silvio; Scardapane, Simone
Topological Deep Learning Challenge 2025: Expanding the Data Landscape
2025 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
Towards interpretable deep learning in ceramic petrographic fabric classification through a comparative study of convolutional neural networks and vision transformers
2025 Capriotti, S; Devoto, A; Genovese, D; Mignardi, S; Scardapane, S; Medeghini, L
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Adaptive and efficient neural architectures: from adaptive computation to interpretable AI systems | 2026 | Devoto, Alessio | |
| Adaptive layer and token selection for efficient fine-tuning of vision transformers | 2025 | Devoto, Alessio; Alvetreti, Federico; Pomponi, Jary; Di Lorenzo, Paolo; Minervini, Pasquale; Scardapane, Simone | |
| Adaptive Semantic Token Communication for Transformer-Based Edge Inference | 2026 | Devoto, Alessio; Pomponi, Jary; Merluzzi, Mattia; Di Lorenzo, Paolo; Scardapane, Simone | |
| Adaptive Semantic Token Selection for AI-native Goal-oriented Communications | 2024 | Devoto, Alessio; Petruzzi, Simone; Pomponi, Jary; Di Lorenzo, Paolo; Scardapane, Simone | |
| Conditional computation in neural networks: Principles and research trends | 2024 | Scardapane, Simone; Baiocchi, Alessandro; Devoto, Alessio; Marsocci, Valerio; Minervini, Pasquale; Pomponi, Jary | |
| Deep learning for ceramic fabric classification: A focus on Levantine pottery | 2025 | Capriotti, Sara; Devoto, Alessio; Scardapane, Simone; Mignardi, Silvano; Medeghini, Laura | |
| Enhancing high-energy particle physics collision analysis through graph data attribution techniques | 2026 | Verdone, A.; Devoto, A.; Sebastiani, C.; Carmignani, J.; D'Onofrio, M.; Giagu, S.; Scardapane, S.; Panella, M. | |
| EXPLAINABLE DEEP LEARNING FOR PETROGRAPHIC FABRIC CLASSIFICATION OF LEVANTINE POTTERY | 2025 | Capriotti, Sara; Devoto, Alessio; Scardapane, Simone; Mignardi, Silvano; Medeghini, Laura | |
| Explainable vision transformers for the petrographic classification of Levantine ceramics | 2025 | Capriotti, Sara; Devoto, Alessio; Genovese, Donatella; Mignardi, Silvano; Scardapane, Simone; Medeghini, Laura | |
| Graph transformer and mixture of experts for rare signal detection in calorimeter data | 2026 | Genovese, Donatella; Devoto, Alessio; Carmignani, Joseph; Sebastiani, Cristiano; Scardapane, Simone; D'Onofrio, Monica | |
| Interpretable classification of Levantine ceramic thin sections via neural networks | 2025 | Capriotti, Sara; Devoto, Alessio; Scardapane, Simone; Mignardi, Silvano; Medeghini, Laura | |
| Mixture-of-experts graph transformers for interpretable particle collision detection | 2025 | Genovese, D.; Sgroi, A.; Devoto, A.; Valentine, S.; Wood, L.; Sebastiani, C.; Scardapane, S.; D'Onofrio, M.; Giagu, S. | |
| On the robustness of vision transformers for in-flight monocular depth estimation | 2023 | Ercolino, Simone; Devoto, Alessio; Monorchio, Luca; Santini, Matteo; Mazzaro, Silvio; Scardapane, Simone | |
| Topological Deep Learning Challenge 2025: Expanding the Data Landscape | 2025 | 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 | |
| Towards interpretable deep learning in ceramic petrographic fabric classification through a comparative study of convolutional neural networks and vision transformers | 2025 | Capriotti, S; Devoto, A; Genovese, D; Mignardi, S; Scardapane, S; Medeghini, L |