Publications

Nav-Q: quantum deep reinforcement learning for collision-free navigation of self-driving cars
Cite DOI
i-QLS: Quantum-supported Algorithm for Least Squares Optimization in Non-Linear Regression
Cite DOI
A comparative study of Q-Seg, quantum-inspired techniques, and U-Net for crack image segmentation
Cite DOI
A New Deep Learning Model to Detect Gamma-Ray Bursts in the AGILE Anticoincidence System
Cite DOI
Qubit-efficient variational quantum algorithms for image segmentation
Cite DOI
Quantum supervised learning
Cite DOI
Quantum Artificial Intelligence: A Brief Survey
Cite DOI
Quantum annealing-based algorithm for efficient coalition formation among leo satellites
Cite DOI
QAL-BP: an augmented Lagrangian quantum approach for bin packing
Cite DOI
Q-seg: Quantum annealing-based unsupervised image segmentation
Cite DOI
Q (AI) 2: Quantum Artificial Intelligence for the Automotive Industry
Cite DOI
Fluorescent Neuronal Cells v2: multi-task, multi-format annotations for deep learning in microscopy
Cite DOI
An efficient quantum algorithm for ensemble classification using bagging
Cite DOI
A Deep-learning Anomaly-detection Method to Identify Gamma-Ray Bursts in the Ratemeters of the AGILE Anticoincidence System
Astro-rivelatore Gamma a Immagini Leggero (AGILE) is a space mission launched in 2007 to study X-ray and gamma-ray astronomy. The AGILE …
Cite DOI
QuACS: Variational Quantum Algorithm for Coalition Structure Generation in Induced Subgraph Games
Cite DOI
Optimizing Deep Learning Models for Cell Recognition in Fluorescence Microscopy: The Impact of Loss Functions on Performance and Generalization
Cite DOI
MAQA: a quantum framework for supervised learning
Cite DOI
Gcs-q: Quantum graph coalition structure generation
Cite DOI
Enabling Non-linear Quantum Operations Through Variational Quantum Splines
Cite DOI
A Variational Algorithm for Quantum Single Layer Perceptron
Cite DOI
BILP-Q: quantum coalition structure generation
Cite DOI
A Deep Learning Method for AGILE-GRID Gamma-Ray Burst Detection
The follow-up of external science alerts received from gamma-ray burst (GRB) and gravitational wave detectors is one of the AGILE …
Cite DOI
A Novel Framework for Quantum Machine Learning
Cite DOI
Self-supervised Bernoulli autoencoders for semi-supervised hashing
Cite DOI
Quantum splines for non-linear approximations
Cite DOI
Quantum Algorithm for Ensemble Learning
Cite
A Variational Algorithm for Quantum Neural Networks
Cite DOI