Filippo Martinini

According to our database, Filippo Martinini authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Incremental Undersampling MRI Acquisition With Neural Self Assessment.

Filippo Martinini, Mauro Mangia, Alex Marchioni, Gianluca Setti, Riccardo Rovatti

Signal Process., 2025

2024

SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers.

Livia Manovi, Lorenzo Capelli, Alex Marchioni, Filippo Martinini, Gianluca Setti, Mauro Mangia, Riccardo Rovatti

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

Structured Pruning in Deep Neural Networks with Trainable Probability Masks.

Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors.

Andriy Enttsel, Filippo Martinini, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti

Proceedings of the IEEE International Conference on Acoustics, 2023

Adapted Compressed Sensing with Incremental Encoder and Deep Performance Predictor for Low-Power Sensor Node Design.

Alex Marchioni, Filippo Martinini, Livia Manovi, Silvano Cortesi, Riccardo Rovatti, Gianluca Setti, Mauro Mangia

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

2022

A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections.

Filippo Martinini, Mauro Mangia, Alex Marchioni, Riccardo Rovatti, Gianluca Setti

IEEE J. Sel. Top. Signal Process., 2022

Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle.

Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition.

Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

2021

Compressed Sensing Inspired Neural Decoder for Undersampled MRI with Self-Assessment.

Filippo Martinini, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021