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Centroids Matching: an efficient Continual Learning approach operating in the embedding space


Aug 03, 2022
Jary Pomponi, Simone Scardapane, Aurelio Uncini

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Continual Learning with Invertible Generative Models


Feb 11, 2022
Jary Pomponi, Simone Scardapane, Aurelio Uncini

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* arXiv admin note: substantial text overlap with arXiv:2007.02443 

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Pixle: a fast and effective black-box attack based on rearranging pixels


Feb 04, 2022
Jary Pomponi, Simone Scardapane, Aurelio Uncini

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Structured Ensembles: an Approach to Reduce the Memory Footprint of Ensemble Methods


May 06, 2021
Jary Pomponi, Simone Scardapane, Aurelio Uncini

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* Preprint submitted to a journal 

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Avalanche: an End-to-End Library for Continual Learning


Apr 01, 2021
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German I. Parisi, Fabio Cuzzolin, Andreas Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni

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* Official Website: https://avalanche.continualai.org 

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Pseudo-Rehearsal for Continual Learning with Normalizing Flows


Jul 05, 2020
Jary Pomponi, Simone Scardapane, Aurelio Uncini

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Bayesian Neural Networks With Maximum Mean Discrepancy Regularization


Mar 02, 2020
Jary Pomponi, Simone Scardapane, Aurelio Uncini

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DeepRICH: Learning Deeply Cherenkov Detectors


Dec 18, 2019
Cristiano Fanelli, Jary Pomponi

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* 14 pages, 9 figures, preprint 

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Efficient Continual Learning in Neural Networks with Embedding Regularization


Sep 09, 2019
Jary Pomponi, Simone Scardapane, Vincenzo Lomonaco, Aurelio Uncini

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