Filippo Caruso

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Diffusion Models

Convolutional Neural Networks

Quantum Computing

Top Venues

Quantum Mach. Intell.

Publications

Giacomo Cappiello, Filippo Caruso
Quantum AI for Alzheimer's disease early screening. CoRR (2024)
Sreetama Das, Filippo Caruso
Permutation-equivariant quantum convolutional neural networks. CoRR (2024)
Matteo Paiano, Stefano Martina, Carlotta Giannelli, Filippo Caruso
Transfer learning with generative models for object detection on limited datasets. CoRR (2024)
Sreetama Das, Jingfu Zhang, Stefano Martina, Dieter Suter, Filippo Caruso
Quantum pattern recognition on real quantum processing units. Quantum Mach. Intell. 5 (1) (2023)
Sreetama Das, Stefano Martina, Filippo Caruso
The role of data embedding in equivariant quantum convolutional neural networks. CoRR (2023)
Marco Parigi, Stefano Martina, Filippo Caruso
Quantum-Noise-driven Generative Diffusion Models. CoRR (2023)
Stefano Martina, Santiago Hernández-Gómez, Stefano Gherardini, Filippo Caruso, Nicole Fabbri
Deep learning enhanced noise spectroscopy of a spin qubit environment. CoRR (2023)
Ettore Canonici, Stefano Martina, Riccardo Mengoni, Daniele Ottaviani, Filippo Caruso
Machine-learning based noise characterization and correction on neutral atoms NISQ devices. CoRR (2023)
Nicola Dalla Pozza, Lorenzo Buffoni, Stefano Martina, Filippo Caruso
Quantum reinforcement learning: the maze problem. Quantum Mach. Intell. 4 (2) (2022)
Stefano Martina, Lorenzo Buffoni, Stefano Gherardini, Filippo Caruso
Learning the noise fingerprint of quantum devices. Quantum Mach. Intell. 4 (1) (2022)
Stefano Martina, Stefano Gherardini, Lorenzo Buffoni, Filippo Caruso
Noise fingerprints in quantum computers: Machine learning software tools. CoRR (2022)
Stefano Martina, Stefano Gherardini, Lorenzo Buffoni, Filippo Caruso
Noise fingerprints in quantum computers: Machine learning software tools. Softw. Impacts 12 (2022)
Sreetama Das, Jingfu Zhang, Stefano Martina, Dieter Suter, Filippo Caruso
Experimental quantum pattern recognition in IBMQ and diamond NVs. CoRR (2022)
Stefano Martina, Lorenzo Buffoni, Stefano Gherardini, Filippo Caruso
Learning the noise fingerprint of quantum devices. CoRR (2021)
Stefano Martina, Stefano Gherardini, Filippo Caruso
Machine learning approach for quantum non-Markovian noise classification. CoRR (2021)
Stefano Gherardini, Henk J. van Waarde, Pietro Tesi, Filippo Caruso
Topology identification of autonomous quantum dynamical networks. CoRR (2021)
Lorenzo Buffoni, Filippo Caruso
New Trends in Quantum Machine Learning. CoRR (2021)
Stefano Gherardini, Matthias M. Müller, Simone Montangero, Tommaso Calarco, Filippo Caruso
Information flow and error scaling for fully-quantum control. CoRR (2020)
Stefano Gherardini, Andrea Smirne, Matthias M. Müller, Filippo Caruso
Advances in sequential measurement and control of open quantum systems. CoRR (2018)