| Learning sparse neural networks via sensitivity-driven regularization E Tartaglione, S Lepsøy, A Fiandrotti, G Francini Advances in neural information processing systems 31, 2018 | 99 | 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 | 86 | 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 | 42 | 2013 |
| 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 | 41 | 2021 |
| 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 | 40 | 2019 |
| Loss-based sensitivity regularization: towards deep sparse neural networks E Tartaglione, A Bragagnolo, A Fiandrotti, M Grangetto Neural Networks 146, 230-237, 2022 | 36 | 2022 |
| 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 | 36 | 2017 |
| 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 | 28 | 2021 |
| 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 | 22 | 2015 |
| 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 |
| 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 | 20 | 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 | 17 | 2019 |
| 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 | 17 | 2018 |
| 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 | 16 | 2021 |
| Distributed scheduling for scalable P2P video streaming with network coding AM Sheikh, A Fiandrotti, E Magli 2013 Proceedings IEEE INFOCOM, 11-12, 2013 | 16 | 2013 |
| 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 |
| Unitochest: A lung image dataset for segmentation of cancerous nodules on ct scans HAH Chaudhry, R Renzulli, D Perlo, F Santinelli, S Tibaldi, C Cristiano, ... International Conference on Image Analysis and Processing, 185-196, 2022 | 13 | 2022 |
| 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 | 13 | 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 |
Marco GrangettoFull Professor, Università di TorinoEmail verificata su unito.it
