Jary Pomponi - RankMe

35 papers A* 1B 1Journal 30Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adaptive Semantic Token Communication for Transformer-based Edge Inference. CoRR Alessio Devoto, Jary Pomponi, Mattia Merluzzi, Paolo Di Lorenzo, Simone Scardapane
2025	J	`jnl`	Adaptive layer and token selection for efficient fine-tuning of vision transformers. Neurocomputing Alessio Devoto, Federico Alvetreti, Jary Pomponi, Paolo Di Lorenzo, Pasquale Minervini, Simone Scardapane
2025	J	`jnl`	Class Incremental Learning with probability dampening and cascaded gated classifier. Neurocomputing Jary Pomponi, Alessio Devoto, Simone Scardapane
2025	J	`jnl`	Communication Efficient Split Learning of ViTs with Attention-based Double Compression. CoRR Federico Alvetreti, Jary Pomponi, Paolo Di Lorenzo, Simone Scardapane
2025	A*	`conf`	How to Train Your Multi-Exit Model? Analyzing the Impact of Training Strategies. ICML Piotr Kubaty, Bartosz Wójcik, Bartlomiej Krzepkowski, Monika Michaluk, Tomasz Trzcinski, Jary Pomponi, Kamil Adamczewski
2025	J	`jnl`	NACHOS: Neural Architecture Search for Hardware-Constrained Early-Exit Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Matteo Gambella, Jary Pomponi, Simone Scardapane, Manuel Roveri
2024	J	`jnl`	Adaptive Layer Selection for Efficient Vision Transformer Fine-Tuning. CoRR Alessio Devoto, Federico Alvetreti, Jary Pomponi, Paolo Di Lorenzo, Pasquale Minervini, Simone Scardapane
2024	—	`conf`	Adaptive Semantic Token Selection for AI-native Goal-oriented Communications. GLOBECOM (Workshops) Alessio Devoto, Jary Pomponi, Simone Petruzzi, Paolo Di Lorenzo, Simone Scardapane
2024	J	`jnl`	Adaptive Semantic Token Selection for AI-native Goal-oriented Communications. CoRR Alessio Devoto, Simone Petruzzi, Jary Pomponi, Paolo Di Lorenzo, Simone Scardapane
2024	J	`jnl`	Cascaded Scaling Classifier: class incremental learning with probability scaling. CoRR Jary Pomponi, Alessio Devoto, Simone Scardapane
2024	J	`jnl`	Conditional computation in neural networks: Principles and research trends. Intelligenza Artificiale Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi
2024	J	`jnl`	Conditional computation in neural networks: principles and research trends. CoRR Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi
2024	—	`conf`	Goal-Oriented Communications Based on Recursive Early Exit Neural Networks. IEEECONF Jary Pomponi, Mattia Merluzzi, Alessio Devoto, Mateus Pontes Mota, Paolo Di Lorenzo, Simone Scardapane
2024	J	`jnl`	Goal-oriented Communications based on Recursive Early Exit Neural Networks. CoRR Jary Pomponi, Mattia Merluzzi, Alessio Devoto, Mateus Pontes Mota, Paolo Di Lorenzo, Simone Scardapane
2024	J	`jnl`	Joint or Disjoint: Mixing Training Regimes for Early-Exit Models. CoRR Bartlomiej Krzepkowski, Monika Michaluk, Franciszek Szarwacki, Piotr Kubaty, Jary Pomponi, Tomasz Trzcinski, Bartosz Wójcik, Kamil Adamczewski
2024	J	`jnl`	NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks. CoRR Matteo Gambella, Jary Pomponi, Simone Scardapane, Manuel Roveri
2023	J	`jnl`	Continual learning with invertible generative models. Neural Networks Jary Pomponi, Simone Scardapane, Aurelio Uncini
2023	J	`jnl`	Rearranging Pixels is a Powerful Black-Box Attack for RGB and Infrared Deep Learning Models. IEEE Access Jary Pomponi, Daniele Dántoni, Alessandro Nicolosi, Simone Scardapane
2022	J	`jnl`	A Probabilistic Re-Intepretation of Confidence Scores in Multi-Exit Models. Entropy Jary Pomponi, Simone Scardapane, Aurelio Uncini
2022	J	`jnl`	Centroids Matching: an efficient Continual Learning approach operating in the embedding space. CoRR Jary Pomponi, Simone Scardapane, Aurelio Uncini
2022	J	`jnl`	Centroids Matching: an efficient Continual Learning approach operating in the embedding space. Trans. Mach. Learn. Res. Jary Pomponi, Simone Scardapane, Aurelio Uncini
2022	J	`jnl`	Continual Learning with Invertible Generative Models. CoRR Jary Pomponi, Simone Scardapane, Aurelio Uncini
2022	B	`conf`	Pixle: a fast and effective black-box attack based on rearranging pixels. IJCNN Jary Pomponi, Simone Scardapane, Aurelio Uncini
2022	J	`jnl`	Pixle: a fast and effective black-box attack based on rearranging pixels. CoRR Jary Pomponi, Simone Scardapane, Aurelio Uncini
2021	—	`conf`	Avalanche: An End-to-End Library for Continual Learning. CVPR Workshops 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
2021	J	`jnl`	Avalanche: an End-to-End Library for Continual Learning. CoRR 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
2021	J	`jnl`	Bayesian Neural Networks with Maximum Mean Discrepancy regularization. Neurocomputing Jary Pomponi, Simone Scardapane, Aurelio Uncini
2021	J	`jnl`	Structured Ensembles: An approach to reduce the memory footprint of ensemble methods. Neural Networks Jary Pomponi, Simone Scardapane, Aurelio Uncini
2021	J	`jnl`	Structured Ensembles: an Approach to Reduce the Memory Footprint of Ensemble Methods. CoRR Jary Pomponi, Simone Scardapane, Aurelio Uncini
2020	J	`jnl`	Bayesian Neural Networks With Maximum Mean Discrepancy Regularization. CoRR Jary Pomponi, Simone Scardapane, Aurelio Uncini
2020	J	`jnl`	DeepRICH: learning deeply Cherenkov detectors. Mach. Learn. Sci. Technol. Cristiano Fanelli, Jary Pomponi
2020	J	`jnl`	Efficient continual learning in neural networks with embedding regularization. Neurocomputing Jary Pomponi, Simone Scardapane, Vincenzo Lomonaco, Aurelio Uncini
2020	J	`jnl`	Pseudo-Rehearsal for Continual Learning with Normalizing Flows. CoRR Jary Pomponi, Simone Scardapane, Aurelio Uncini
2019	J	`jnl`	DeepRICH: Learning Deeply Cherenkov Detectors. CoRR Cristiano Fanelli, Jary Pomponi
2019	J	`jnl`	Efficient Continual Learning in Neural Networks with Embedding Regularization. CoRR Jary Pomponi, Simone Scardapane, Vincenzo Lomonaco, Aurelio Uncini