Foto del docente

Lorenzo Vorabbi

PhD Student

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano Santi, Enabling On-Device Continual Learning with Binary Neural Networks and Latent Replay, in: Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP, 2024, 2, pp. 25 - 36 (atti di: International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISAPP, Rome, February 27-29, 2024) [Contribution to conference proceedings]Open Access

Lorenzo Vorabbi, Davide Maltoni, Stefano Santi, On-Device Learning with Binary Neural Networks, in: Image Analysis and Processing - ICIAP 2023 Workshops. ICIAP 2023., Cham, Springer, 2024, 14365, pp. 39 - 50 (atti di: Image Analysis and Processing - ICIAP 2023 Workshops. ICIAP 2023, Udine, 09/2023) [Contribution to conference proceedings]

Vorabbi L.; Maltoni D.; Santi S., Input Layer Binarization with Bit-Plane Encoding, in: Artificial Neural Networks and Machine Learning – ICANN 2023, 2023, 14261 LNCS, pp. 395 - 406 (atti di: ICANN 2023, Heraklion, 26/09/2023) [Contribution to conference proceedings]

Lorenzo Vorabbi - Davide Maltoni - Stefano Santi, Optimizing data-flow in binary Neural Networks, in: TinyML, 2022(atti di: TinyML EMEA 2022, Cyprus, 10/10/2022) [Poster]

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