11573/1758307 - 2026 -
Quantum-Enhanced Fraud Detection: A Comparative Study on Real-World Financial Data Cacioppo, A.; De Falco, F.; Di Luzio, F.; Giagu, S.; Lavagna, L.; Panella, M. - 04d Abstract in atti di convegno
conference: 3rd Workshop on Quantum Computing @ INFN (Milano, Italia)
book: Quantum Computing @INFN - ()
11573/1759766 - 2026 -
Enriching earth observation labeled data with quantum conditioned diffusion models Mauro, Francesco; Falco, Francesca De; Papa, Lorenzo; Ceschini, Andrea; Sebastianelli, Alessandro; Gamba, Paolo; Panella, Massimo; Ullo, Silvia - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1-16 - issn: 0196-2892 - wos: WOS:001700670600007 (0) - scopus: 2-s2.0-105029739190 (0)
11573/1759761 - 2026 -
Quantum Hardware Benchmarking in The Context of Earth Observation Sebastianelli, A.; Mauro, F.; De Falco, Francesca; Delilbasic, A.; Gamba, P.; Ullo, S.; Panella, Massimo; Cavallaro, G. - 04d Abstract in atti di convegno
conference: 2026 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2026) (Washinghton D.C., USA)
book: Proceedings of 2026 IEEE International Geoscience and Remote Sensing Symposium - ()
11573/1764213 - 2025 -
Leveraging quantum latent diffusion models for data augmentation on the eurosat dataset De Falco, F; Mauro, F; Ceschini, A; Sebastianelli, A; Gamba, Pe; Ullo, Sl; Panella, M - 04b Atto di convegno in volume
conference: International Geoscience and Remote Sensing Symposium (IGARSS 2025) (Brisbane; Australia)
book: Proceedings of IEEE International Geoscience and Remote Sensing Symposium - (979-8-3315-0810-4; 979-8-3315-0811-1)
11573/1733000 - 2025 -
New advancements on Quantum Latent Diffusion Models De Falco, Francesca; Ceschini, Andrea; Sebastianelli, Alessandro; Le Saux, Bertrand; Panella, Massimo - 04d Abstract in atti di convegno
conference: International Conference on Quantum Technology for High-Energy Physics (QT4HEP 2025) (CERN, Ginevra, Svizzera)
book: Proceedings of International Conference on Quantum Technology for High-Energy Physics (QT4HEP 2025) - ()
11573/1753116 - 2025 -
Circuiti neurali quantistici per il processamento di grafi, immagini e serie temporali Ceschini, A.; Lavagna, L.; De Falco, F.; Rosato, A.; Panella, M. - 04d Abstract in atti di convegno
conference: XXXIX Riunione Annuale dei Ricercatori di Elettrotecnica (Villasimius (CA), Italia)
book: Memorie ET2025 - ()
De Falco, F.; Ceschini, A.; Rosato, A.; Panella, M. - 04d Abstract in atti di convegno
conference: XXXIX Riunione Annuale dei Ricercatori di Elettrotecnica (Villasimius (CA), Italia)
book: Memorie ET2025 - ()
11573/1753138 - 2025 -
Quantum Hyperdimensional Computing for Pattern Completion Lavagna, L.; De Falco, F.; Panella, M. - 04d Abstract in atti di convegno
conference: Quantum Techniques in Machine Learning (QTML 2025) (National University of Singapore, Singapore)
book: Proceedings of Quantum Techniques in Machine Learning (QTML 2025) - ()
11573/1753139 - 2025 -
The Effectiveness of Classical and Hybrid Models for MaxCut problem Lavagna, L.; De Falco, F.; Panella, M. - 04d Abstract in atti di convegno
conference: Quantum Techniques in Machine Learning (QTML 2025) (National University of Singapore, Singapore)
book: Proceedings of Quantum Techniques in Machine Learning (QTML 2025) - ()
11573/1753140 - 2025 -
Is the QAOA the Ultimate Solution for the MaxCut problem? Lavagna, L.; De Falco, F.; Panella, M. - 04d Abstract in atti di convegno
conference: Quantum Techniques in Machine Learning (QTML 2025) (National University of Singapore, Singapore)
book: Proceedings of Quantum Techniques in Machine Learning (QTML 2025) - ()
11573/1753142 - 2025 -
Quantum Diffusion Models in Earth Observation Mauro, F.; De Falco, F.; Papa, L.; Ceschini, A.; Sebastianelli, A.; Meoni, G.; Panella, M.; Gamba, P.; Ullo, S. L. - 04d Abstract in atti di convegno
conference: Quantum Technology Conference (QTC 2025) (Creta, Grecia)
book: Proc. of Quantum Technology Conference (QTC 2025) - ()
11573/1764212 - 2025 -
Advancing Earth Observation with Trainable Quanvolutional Neural Networks for Classification Tasks Mauro, F; De Falco, F; Ceschini, A; Meoni, G; Sebastianelli, A; Panella, M; Gamba, Pe; Ullo, Sl - 04b Atto di convegno in volume
conference: International Geoscience and Remote Sensing Symposium (IGARSS 2025) (Brisbane, Australia)
book: Proceedings of IEEE International Geoscience and Remote Sensing Symposium - (979-8-3315-0810-4; 979-8-3315-0811-1)
11573/1744040 - 2025 -
Trade-offs in Cryptosystems by Boolean and Quantum Circuits Lavagna, L.; De Falco, F.; Ceschini, A.; Rosato, A.; Panella, M. - 04b Atto di convegno in volume
conference: 2025 IEEE International Symposium on Circuits and Systems, ISCAS 2025 (London; UK)
book: Proceedings - IEEE International Symposium on Circuits and Systems - (979-8-3503-5683-0; 979-8-3503-5684-7)
De Falco, Francesca; Ceschini, Andrea; Sebastianelli, Alessandro; Le Saux, Bertrand; Panella, Massimo - 01a Articolo in rivista
paper: QUANTUM MACHINE INTELLIGENCE (Cham: Springer International Publishing) pp. 1-20 - issn: 2524-4906 - wos: WOS:001365261800001 (4) - scopus: 2-s2.0-85210412201 (6)
11573/1717296 - 2024 -
Quantum hybrid diffusion models for image synthesis De Falco, F.; Ceschini, A.; Sebastianelli, A.; Le Saux, B.; Panella, M. - 01a Articolo in rivista
paper: KI - KÜNSTLICHE INTELLIGENZ (Heidelberg; Berlin: Springer
Gesellschaft für Informatik / Fachbereich Künstliche Intelligenz) pp. 311-326 - issn: 0933-1875 - wos: WOS:001287484700001 (5) - scopus: 2-s2.0-85200997545 (6)
11573/1710440 - 2024 -
Convergenza e generalizzazione nelle reti neurali quantistiche Ceschini, A.; Lavagna, L.; De Falco, F.; Rosato, A.; Panella, M. - 04d Abstract in atti di convegno
conference: XXXVIII Riunione Annuale dei Ricercatori di Elettrotecnica (Bari, Italia)
book: Memorie ET2024 - ()
De Falco, F.; Ceschini, A.; Rosato, A.; Panella, M. - 04d Abstract in atti di convegno
conference: XXXVIII Riunione Annuale dei Ricercatori di Elettrotecnica (Bari, Italia)
book: Memorie ET2024 - ()
11573/1717680 - 2024 -
Enhancing QAOA Ansatz via Multi-Parameterized Layer and Blockwise Optimization De Falco, F.; Piperno, S.; Lavagna, L.; Ceschini, A.; Rosato, A.; Panella, M. - 04d Abstract in atti di convegno
conference: Quantum Techniques in Machine Learning (QTML 2024) (University of Melbourne, Melbourne, Australia)
book: Proceedings of Quantum Techniques in Machine Learning (QTML 2024) - ()
11573/1717679 - 2024 -
Quantum Generative Modeling via Straightforward State Preparation Lavagna, L.; De Falco, F.; Piperno, S.; Ceschini, A.; Rosato, A.; Panella, M. - 04d Abstract in atti di convegno
conference: Quantum Techniques in Machine Learning (QTML 2024) (University of Melbourne, Melbourne, Australia)
book: Proceedings of Quantum Techniques in Machine Learning (QTML 2024) - ()
Piperno, S.; Lavagna, L.; De Falco, F.; Ceschini, A.; Rosato, A.; Windridge, D.; Panella, M. - 04d Abstract in atti di convegno
conference: Quantum Techniques in Machine Learning (QTML 2024) (University of Melbourne, Melbourne, Australia)
book: Proceedings of Quantum Techniques in Machine Learning (QTML 2024) - ()
11573/1729072 - 2024 -
Evolving hybrid quantum-classical GRU architectures for multivariate time series De Falco, F.; Lavagna, L.; Ceschini, A.; Rosato, A.; Panella, M. - 04b Atto di convegno in volume
conference: 34th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2024 (London; United Kingdom)
book: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (979-8-3503-7225-0)
De Falco, F.; Ceschini, A.; Sebastianelli, A.; Panella, M.; Le Saux, B. - 04d Abstract in atti di convegno
conference: Quantum Techniques in Machine Learning (QTML 2023) (CERN, Ginevra, Svizzera)
book: Proceedings of Quantum Techniques in Machine Learning (QTML 2023) - ()