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2020 – today
- 2024
[j9]Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi:
Conditional computation in neural networks: Principles and research trends. Intelligenza Artificiale 18(1): 175-190 (2024)- [i15]Matteo Gambella
, Jary Pomponi, Simone Scardapane, Manuel Roveri:
NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks. CoRR abs/2401.13330 (2024) - [i14]Jary Pomponi, Alessio Devoto, Simone Scardapane:
Cascaded Scaling Classifier: class incremental learning with probability scaling. CoRR abs/2402.01262 (2024) - [i13]Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi:
Conditional computation in neural networks: principles and research trends. CoRR abs/2403.07965 (2024) - [i12]Alessio Devoto, Simone Petruzzi, Jary Pomponi, Paolo Di Lorenzo, Simone Scardapane:
Adaptive Semantic Token Selection for AI-native Goal-oriented Communications. CoRR abs/2405.02330 (2024) - [i11]Bartlomiej Krzepkowski, Monika Michaluk, Franciszek Szarwacki, Piotr Kubaty, Jary Pomponi, Tomasz Trzcinski, Bartosz Wójcik, Kamil Adamczewski:
Joint or Disjoint: Mixing Training Regimes for Early-Exit Models. CoRR abs/2407.14320 (2024) - [i10]Alessio Devoto, Federico Alvetreti, Jary Pomponi, Paolo Di Lorenzo, Pasquale Minervini, Simone Scardapane:
Adaptive Layer Selection for Efficient Vision Transformer Fine-Tuning. CoRR abs/2408.08670 (2024) - 2023
- [j8]Jary Pomponi, Daniele Dántoni, Alessandro Nicolosi, Simone Scardapane:
Rearranging Pixels is a Powerful Black-Box Attack for RGB and Infrared Deep Learning Models. IEEE Access 11: 11298-11306 (2023) - [j7]Jary Pomponi, Simone Scardapane, Aurelio Uncini:
Continual learning with invertible generative models. Neural Networks 164: 606-616 (2023) - 2022
- [j6]Jary Pomponi, Simone Scardapane, Aurelio Uncini:
A Probabilistic Re-Intepretation of Confidence Scores in Multi-Exit Models. Entropy 24(1): 1 (2022) - [j5]Jary Pomponi, Simone Scardapane, Aurelio Uncini:
Centroids Matching: an efficient Continual Learning approach operating in the embedding space. Trans. Mach. Learn. Res. 2022 (2022) - [c2]Jary Pomponi, Simone Scardapane, Aurelio Uncini:
Pixle: a fast and effective black-box attack based on rearranging pixels. IJCNN 2022: 1-7 - [i9]Jary Pomponi, Simone Scardapane, Aurelio Uncini:
Pixle: a fast and effective black-box attack based on rearranging pixels. CoRR abs/2202.02236 (2022) - [i8]Jary Pomponi, Simone Scardapane, Aurelio Uncini:
Continual Learning with Invertible Generative Models. CoRR abs/2202.05694 (2022) - [i7]Jary Pomponi, Simone Scardapane, Aurelio Uncini:
Centroids Matching: an efficient Continual Learning approach operating in the embedding space. CoRR abs/2208.02048 (2022) - 2021
- [j4]Jary Pomponi, Simone Scardapane, Aurelio Uncini:
Bayesian Neural Networks with Maximum Mean Discrepancy regularization. Neurocomputing 453: 428-437 (2021) - [j3]Jary Pomponi, Simone Scardapane, Aurelio Uncini:
Structured Ensembles: An approach to reduce the memory footprint of ensemble methods. Neural Networks 144: 407-418 (2021) - [c1]Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland W. Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni:
Avalanche: An End-to-End Library for Continual Learning. CVPR Workshops 2021: 3600-3610 - [i6]Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland W. Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni:
Avalanche: an End-to-End Library for Continual Learning. CoRR abs/2104.00405 (2021) - [i5]Jary Pomponi, Simone Scardapane, Aurelio Uncini:
Structured Ensembles: an Approach to Reduce the Memory Footprint of Ensemble Methods. CoRR abs/2105.02551 (2021) - 2020
- [j2]Jary Pomponi, Simone Scardapane, Vincenzo Lomonaco, Aurelio Uncini:
Efficient continual learning in neural networks with embedding regularization. Neurocomputing 397: 139-148 (2020) - [j1]Cristiano Fanelli, Jary Pomponi:
DeepRICH: learning deeply Cherenkov detectors. Mach. Learn. Sci. Technol. 1(1): 15010 (2020) - [i4]Jary Pomponi, Simone Scardapane, Aurelio Uncini:
Bayesian Neural Networks With Maximum Mean Discrepancy Regularization. CoRR abs/2003.00952 (2020) - [i3]Jary Pomponi, Simone Scardapane, Aurelio Uncini:
Pseudo-Rehearsal for Continual Learning with Normalizing Flows. CoRR abs/2007.02443 (2020)
2010 – 2019
- 2019
- [i2]Jary Pomponi, Simone Scardapane, Vincenzo Lomonaco, Aurelio Uncini:
Efficient Continual Learning in Neural Networks with Embedding Regularization. CoRR abs/1909.03742 (2019) - [i1]Cristiano Fanelli, Jary Pomponi:
DeepRICH: Learning Deeply Cherenkov Detectors. CoRR abs/1911.11717 (2019)
Coauthor Index
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last updated on 2024-10-07 21:21 CEST by the dblp team
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