Filippo Martinini

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Compressed Sensing

Training Examples

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

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)
Alex Marchioni, Filippo Martinini, L. 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)
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Structured Pruning in Deep Neural Networks with Trainable Probability Masks. MWSCAS (2023)
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)
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)
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) (2022)
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)
Filippo Martinini, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Compressed Sensing Inspired Neural Decoder for Undersampled MRI with Self-Assessment. BioCAS (2021)