Learning sparse neural networks via sensitivity-driven regularization E Tartaglione, S Lepsøy, A Fiandrotti, G Francini Advances in neural information processing systems 31, 2018 | 94 | 2018 |
Robust license plate recognition using neural networks trained on synthetic images T Björklund, A Fiandrotti, M Annarumma, G Francini, E Magli Pattern Recognition 93, 134-146, 2019 | 78 | 2019 |
Traffic prioritization of H. 264/SVC video over 802.11 e ad hoc wireless networks A Fiandrotti, D Gallucci, E Masala, E Magli 2008 Proceedings of 17th International Conference on Computer Communications …, 2008 | 49 | 2008 |
Band codes for energy-efficient network coding with application to P2P mobile streaming A Fiandrotti, V Bioglio, M Grangetto, R Gaeta, E Magli IEEE Transactions on Multimedia 16 (2), 521-532, 2013 | 43 | 2013 |
Learning and adapting robust features for satellite image segmentation on heterogeneous data sets S Ghassemi, A Fiandrotti, G Francini, E Magli IEEE Transactions on Geoscience and Remote Sensing 57 (9), 6517-6529, 2019 | 39 | 2019 |
Automatic license plate recognition with convolutional neural networks trained on synthetic data T Björklund, A Fiandrotti, M Annarumma, G Francini, E Magli 2017 IEEE 19th international workshop on multimedia signal processing (MMSP …, 2017 | 34 | 2017 |
Loss-based sensitivity regularization: towards deep sparse neural networks E Tartaglione, A Bragagnolo, A Fiandrotti, M Grangetto Neural Networks 146, 230-237, 2022 | 28 | 2022 |
Unitopatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading CA Barbano, D Perlo, E Tartaglione, A Fiandrotti, L Bertero, P Cassoni, ... 2021 IEEE International Conference on Image Processing (ICIP), 76-80, 2021 | 24 | 2021 |
Serene: Sensitivity-based regularization of neurons for structured sparsity in neural networks E Tartaglione, A Bragagnolo, F Odierna, A Fiandrotti, M Grangetto IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7237-7250, 2021 | 22 | 2021 |
Popularity-aware rate allocation in multiview video A Fiandrotti, J Chakareski, P Frossard Visual Communications and Image Processing 2010 7744, 235-242, 2010 | 22 | 2010 |
Simple countermeasures to mitigate the effect of pollution attack in network coding-based peer-to-peer live streaming A Fiandrotti, R Gaeta, M Grangetto IEEE Transactions on Multimedia 17 (4), 562-573, 2015 | 20 | 2015 |
Distributed scheduling for low-delay and loss-resilient media streaming with network coding AM Sheikh, A Fiandrotti, E Magli IEEE Transactions on Multimedia 16 (8), 2294-2306, 2014 | 19 | 2014 |
Vehicle joint make and model recognition with multiscale attention windows S Ghassemi, A Fiandrotti, E Caimotti, G Francini, E Magli Signal Processing: Image Communication 72, 69-79, 2019 | 16 | 2019 |
Towards a P2P videoconferencing system based on low-delay network coding A Fiandrotti, AM Sheikh, E Magli 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO …, 2012 | 16 | 2012 |
GPU-accelerated algorithms for compressed signals recovery with application to astronomical imagery deblurring A Fiandrotti, SM Fosson, C Ravazzi, E Magli International Journal of Remote Sensing 39 (7), 2043-2065, 2018 | 15 | 2018 |
Distributed scheduling for scalable P2P video streaming with network coding AM Sheikh, A Fiandrotti, E Magli 2013 Proceedings IEEE INFOCOM, 11-12, 2013 | 15 | 2013 |
On the role of structured pruning for neural network compression A Bragagnolo, E Tartaglione, A Fiandrotti, M Grangetto 2021 IEEE International Conference on Image Processing (ICIP), 3527-3531, 2021 | 12 | 2021 |
Securing network coding architectures against pollution attacks with band codes A Fiandrotti, R Gaeta, M Grangetto IEEE Transactions on information forensics and security 14 (3), 730-742, 2018 | 11 | 2018 |
Content-adaptive traffic prioritization of spatio-temporal scalable video for robust communications over QoS-provisioned 802.11 e networks A Fiandrotti, D Gallucci, E Masala, JC De Martin Signal Processing: Image Communication 25 (6), 438-449, 2010 | 11 | 2010 |
Enhancing HEVC spatial prediction by context-based learning L Wang, A Fiandrotti, A Purica, G Valenzise, M Cagnazzo ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 9 | 2019 |