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 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
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
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 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 | |
| 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 | |
| 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 |