Scholar
Simone Magistri
Google Scholar ID: fAS993EAAAAJ
Information Engineering Department, University of Florence, Italy
Citations & Impact
Citations
118
H-index
7
i10-index
5
Publications
18
Co-authors
21
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- A Lightweight Deep Learning Model for Vehicle Viewpoint Estimation from Dashcam Images, 2020 23rd International Conference on Intelligent Transportation Systems (ITSC), 2020.
- Lightweight and Effective Convolutional Neural Networks for Vehicle Viewpoint Estimation From Monocular Images, IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 1, pp. 191-200, Jan. 2023.
- Towards Continual Social Network Identification, 2023 11th International Workshop on Biometrics and Forensics (IWBF), Barcelona, Spain, 2023.
- Continual learning for adaptive social network identification, Pattern Recognition Letters, 180, 82–89, 2024.
- Elastic feature consolidation for cold start exemplar-free incremental learning, The Twelfth International Conference on Learning Representations, 2024.
Research Experience
- Has research experience in vehicle viewpoint estimation and social network identification.
Education
- PhD Student of Smart Computing at Dipartimento di Ingegneria dell’Informazione, Università degli Studi di Firenze
Background
- Research interests include Machine Learning, Deep Learning, and Computer Vision. Currently working on Continual Learning solutions for deep neural networks.
Miscellany
- ORCID number: 0000-0002-0520-8463
