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2020 – today
- 2024
[c7]Livia Manovi, Lorenzo Capelli, Alex Marchioni, Filippo Martinini, Gianluca Setti, Mauro Mangia, Riccardo Rovatti:
SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers. AICAS 2024: 129-133- 2023
- [c6]Alex Marchioni
, Filippo Martinini, Livia Manovi, Silvano Cortesi, Riccardo Rovatti, Gianluca Setti, Mauro Mangia:
Adapted Compressed Sensing with Incremental Encoder and Deep Performance Predictor for Low-Power Sensor Node Design. I2MTC 2023: 1-6 - [c5]Andriy Enttsel, Filippo Martinini, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors. ICASSP 2023: 1-5 - [c4]Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
Structured Pruning in Deep Neural Networks with Trainable Probability Masks. MWSCAS 2023: 1020-1024 - 2022
- [j1]Filippo Martinini, Mauro Mangia, Alex Marchioni, Riccardo Rovatti, Gianluca Setti:
A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections. IEEE J. Sel. Top. Signal Process. 16(4): 713-724 (2022) - [c3]Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle. BioCAS 2022: 660-664 - [c2]Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition. BioCAS 2022: 665-669 - 2021
- [c1]Filippo Martinini, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Compressed Sensing Inspired Neural Decoder for Undersampled MRI with Self-Assessment. BioCAS 2021: 1-6
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