Alessio Devoto

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 9

Top Topics

Efficient Inference

Depth Estimates

Unlabeled Samples

Top Venues

IEEE Trans. Ind. Informatics

Ind. Artif. Intell.

Publications

Jary Pomponi, Alessio Devoto, Simone Scardapane
Cascaded Scaling Classifier: class incremental learning with probability scaling. CoRR (2024)
Alessio Devoto, Yu Zhao, Simone Scardapane, Pasquale Minervini
Norm-Based Strategy for KV Cache Compression. CoRR (2024)
Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi
Conditional computation in neural networks: principles and research trends. CoRR (2024)
Alessio Devoto, Simone Petruzzi, Jary Pomponi, Paolo Di Lorenzo, Simone Scardapane
Adaptive Semantic Token Selection for AI-native Goal-oriented Communications. CoRR (2024)
Alessio Verdone, Alessio Devoto, Cristiano Sebastiani, Joseph Carmignani, Monica D'Onofrio, Stefano Giagu, Simone Scardapane, Massimo Panella
Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques. CoRR (2024)
Aryo Pradipta Gema, Joshua Ong Jun Leang, Giwon Hong, Alessio Devoto, Alberto Carlo Maria Mancino, Rohit Saxena, Xuanli He, Yu Zhao, Xiaotang Du, Mohammad Reza Ghasemi Madani, Claire Barale, Robert McHardy, Joshua Harris, Jean Kaddour, Emile van Krieken, Pasquale Minervini
Are We Done with MMLU? CoRR (2024)
Alessio Devoto, Indro Spinelli, Francesca Murabito, Fabrizio Chiovoloni, Riccardo Musmeci, Simone Scardapane
Reidentification of Objects From Aerial Photos With Hybrid Siamese Neural Networks. IEEE Trans. Ind. Informatics 19 (3) (2023)
Bartosz Wójcik, Alessio Devoto, Karol Pustelnik, Pasquale Minervini, Simone Scardapane
Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference. CoRR (2023)
Simone Ercolino, Alessio Devoto, Luca Monorchio, Matteo Santini, Silvio Mazzaro, Simone Scardapane
On the robustness of vision transformers for in-flight monocular depth estimation. Ind. Artif. Intell. 1 (1) (2023)