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Simone Magistri
Simone Magistri
Information Engineering Department, University of Florence, Italy
在 unifi.it 的电子邮件经过验证 - 首页
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Systems and methods for utilizing a deep learning model to determine vehicle viewpoint estimations
S Magistri, F Sambo, DC De Andrade, F SCHOEN, M Simoncini, L Bravi, ...
US Patent 11,532,096, 2022
82022
Towards Continual Social Network Identification
S Magistri, D Baracchi, D Shullani, AD Bagdanov, A Piva
2023 11th International Workshop on Biometrics and Forensics (IWBF), 1-6, 2023
62023
A lightweight deep learning model for vehicle viewpoint estimation from dashcam images
S Magistri, F Sambo, F Schoen, DC de Andrade, M Simoncini, ...
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
52020
Lightweight and effective convolutional neural networks for vehicle viewpoint estimation from monocular images
S Magistri, M Boschi, F Sambo, DC de Andrade, M Simoncini, L Kubin, ...
IEEE Transactions on Intelligent Transportation Systems 24 (1), 191-200, 2022
42022
Systems and methods for utilizing a deep learning model to determine vehicle viewpoint estimations
S Magistri, F Sambo, DC De Andrade, F SCHOEN, M Simoncini, L Bravi, ...
US Patent 11,922,651, 2024
22024
Continual learning for adaptive social network identification
S Magistri, D Baracchi, D Shullani, AD Bagdanov, A Piva
Pattern Recognition Letters, 2024
22024
Systems and methods for utilizing machine learning for vehicle detection of adverse conditions
T Bianconcini, L Sarti, L Taccari, F Sambo, F Schoen, E Civitelli, ...
US Patent App. 17/447,510, 2023
22023
Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning
S Magistri, T Trinci, A Soutif-Cormerais, J van de Weijer, AD Bagdanov
International Conference on Learning Representations (ICLR) 2024, 2024
12024
An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates
S Magistri, J van de Weijer, AD Bagdanov
arXiv preprint arXiv:2405.18069, 2024
2024
A Bi-Objective Optimization Based Acquisition Strategy for Batch Bayesian Global Optimization
F Carciaghi, S Magistri, P Mansueto, F Schoen
arXiv preprint arXiv:2402.00726, 2024
2024
Efficient Architectures and Incremental Methodologies for Deep Learning
S Magistri, AD Bagdanov
2024
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