MARTININI, FILIPPO
MARTININI, FILIPPO
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Dottorandi
SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers
2024 Manovi, Livia; Capelli, Lorenzo; Marchioni, Alex; Martinini, Filippo; Setti, Gianluca; Mangia, Mauro; Rovatti, Riccardo
Adapted Compressed Sensing with Incremental Encoder and Deep Performance Predictor for Low-Power Sensor Node Design
2023 Marchioni, A.; Martinini, F.; Manovi, L.; Cortesi, S.; Rovatti, R.; Setti, G.; Mangia, M.
Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors
2023 Enttsel, Andriy; Martinini, Filippo; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca
Structured Pruning in Deep Neural Networks with Trainable Probability Masks
2023 Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Rovatti, R.; Setti, G.
A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections
2022 Martinini F.; Mangia M.; Marchioni A.; Rovatti R.; Setti G.
Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle
2022 Martinini, Filippo; Enttsel, Andriy; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca
Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition
2022 Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G.
Compressed Sensing Inspired Neural Decoder for Undersampled MRI with Self-Assessment
2021 Martinini, Filippo; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers | Manovi, Livia; Capelli, Lorenzo; Marchioni, Alex; Martinini, Filippo; Setti, Gianluca; Mangia, Ma...uro; Rovatti, Riccardo | 2024-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Adapted Compressed Sensing with Incremental Encoder and Deep Performance Predictor for Low-Power Sensor Node Design | Marchioni, A.; Martinini, F.; Manovi, L.; Cortesi, S.; Rovatti, R.; Setti, G.; Mangia, M. | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | adapted compressed sensing with incremental decoder post print.pdf |
| Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors | Enttsel, Andriy; Martinini, Filippo; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gi...anluca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Structured Pruning in Deep Neural Networks with Trainable Probability Masks | Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Rovatti, R.; Setti, G. | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections | Martinini F.; Mangia M.; Marchioni A.; Rovatti R.; Setti G. | 2022-01-01 | IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING | - | 1.01 Articolo in rivista | 11585_907386.pdf |
| Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle | Martinini, Filippo; Enttsel, Andriy; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gi...anluca | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition | Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Pareschi, F.; Rovatti, R.; Setti, G. | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Compressed Sensing Inspired Neural Decoder for Undersampled MRI with Self-Assessment | Martinini, Filippo; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca | 2021-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |