Pubblicazioni

A Novel Transformer-Based IMU Self-Calibration Approach through On-Board RGB Camera for UAV Flight Stabilization

2023 - SENSORS

Avola, Danilo; Cinque, Luigi; Luca Foresti, Gian; Lanzino, Romeo; Marini, MARCO RAOUL; Mecca, Alessio; Scarcello, Francesco

An Effective Framework for Deep-Learning-Enhanced Quantitative Microwave Imaging and Its Potential for Medical Applications

2023 - SENSORS

Yago Ruiz, Ãlvaro; Cavagnaro, Marta; Crocco, Lorenzo

Hyperthermia Treatment Monitoring via Deep Learning Enhanced Microwave Imaging: A Numerical Assessment

2023 - CANCERS

Yago Ruiz, Ãlvaro; Cavagnaro, Marta; Crocco, Lorenzo

A Deep Learning Approach to Visualize Aortic Aneurysm Morphology Without the Use of Intravenous Contrast Agents

2023 - ANNALS OF SURGERY

Chandrashekar, Anirudh; Handa, Ashok; Lapolla, Pierfrancesco; Shivakumar, Natesh; Uberoi, Raman; Grau, Vicente; Lee, Regent

Hierarchical Fine-Grained Image Forgery Detection and Localization

2023 - Hierarchical Fine-Grained Image Forgery Detection and Localization

Guo, Xiao; Liu, Xiaohong; Ren, Zhiyuan; Grosz, Steven; Masi, Iacopo; Liu, Xiaoming

Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels

2023 - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Bucarelli, MARIA SOFIA; Cassano, Lucas; Siciliano, Federico; Mantrach, Amin; Silvestri, Fabrizio

Automatic Air-Coupled Ultrasound Detection of Impact Damages in Fiber-Reinforced Composites Based on One-Dimension Deep Learning Models

2023 - JOURNAL OF NONDESTRUCTIVE EVALUATION

Duan, Y.; Shao, T.; Tao, Y.; Hu, H.; Han, B.; Cui, J.; Yang, K.; Sfarra, S.; Sarasini, F.; Santulli, C.; Osman, A.; Mross, A.; Zhang, M.; Yang, D.; Zhang, H.

Multi-damage detection in composite space structures via deep learning

2023 - SENSORS

Angeletti, Federica; Gasbarri, Paolo; Panella, Massimo; Rosato, Antonello

Preserving privacy in surgical video analysis using a deep learning classifier to identify out-of-body scenes in endoscopic videos

2023 - SCIENTIFIC REPORTS

Lavanchy, Joel L.; Vardazaryan, Armine; Mascagni, Pietro; Laracca, Giovanni Guglielmo; Guerriero, Ludovica; Spota, Andrea; Fiorillo, Claudio; Quero, Giuseppe; Alfieri, Sergio; Baldari, Ludovica; Cassinotti, Elisa; Boni, Luigi; Cuccurullo, Diego; Costamagna, Guido; Dallemagne, Bernard; Mutter, Didier; Padoy, Nicolas

CADUCEO: A Platform to Support Federated Healthcare Facilities through Artificial Intelligence

2023 - HEALTHCARE

Menegatti, D.; Giuseppi, A.; Delli Priscoli, F.; Pietrabissa, A.; Di Giorgio, A.; Baldisseri, F.; Mattioni, M.; Monaco, S.; Lanari, L.; Panfili, M.; Suraci, V.

Neurosymbolic Integration of Linear Temporal Logic in Non Symbolic Domains

2023 - Multi-Agent Systems - 20th European Conference, {EUMAS} 2023, Naples, Italy, September 14-15, 2023, Proceedings

Umili, Elena

Automatic Virtual Reconstruction of Historic Buildings Through Deep Learning. A Critical Analysis of a Paradigm Shift

2023 - Beyond Digital Representation. Advanced Experiences in AR and AI for Cultural Heritage and Innovative Design

Delgado-Martos, Emilio; Carlevaris, Laura; INTRA SIDOLA, Giovanni; Pesqueira-Calvo, Carlos; Nogales, Alberto; MaitÃn, Ana M.; GarcÃa-Tejedor, Ãlvaro J.

Poster: Human Presence Detection After Earthquakes: An AI-Based Implicit User Interface on the Smartphone

2023 - CHItaly '23: Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter

Bassetti, Enrico; Cavallaccio, Gianmarco; DE MARSICO, Maria; Panizzi, Emanuele

Adversarial Attacks Against Uncertainty Quantification

2023 - Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023

Ledda, Emanuele; Angioni, Daniele; Piras, Giorgio; Fumera, Giorgio; Biggio, Battista; Roli, Fabio

Street direction classification using implicit vehicle crowdsensing and deep learning

2023 - FUTURE GENERATION COMPUTER SYSTEMS

Luciani, Alessio; Panizzi, Emanuele

A U-Net Based Architecture for Automatic Music Transcription

2023 - 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP)

Scarpiniti, Michele; Sigismondi, Edoardo; Comminiello, Danilo; Uncini, Aurelio

Convolutional neural networks for the automatic control of consumables for analytical laboratories

2023 - Convolutional neural networks for the automatic control of consumables for analytical laboratories

Zribi, Meriam; Pagliuca, Paolo; Pitolli, Francesca

Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection

2023 - INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

Colonnese, Federica; Di Luzio, Francesco; Rosato, Antonello; Panella, Massimo

CrackCLF: Automatic Pavement Crack Detection Based on Closed-Loop Feedback

2023 - IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Li, C.; Fan, Z.; Chen, Y.; Lin, H.; Moretti, L.; Loprencipe, G.; Sheng, W.; Wang, K. C. P.

Comparison of Traffic Control with Model Predictive Control and Deep Reinforcement Learning

2023 - Proceedings of the 2023 9th International Conference on Control, Decision and Information Technologies (CoDIT)

Imran, Muhammad; Izzo, Riccardo; Tortorelli, Andrea; Liberati, Francesco

NLP-Based Management of Large Multiple-Choice Test Item Repositories

2023 - THE JOURNAL OF LEARNING ANALYTICS

Albano, Valentina; Firmani, Donatella; Laura, Luigi; Mathew, JERIN GEORGE; Lucia Paoletti, Anna; Torrente, Irene

Deep Learning Enhanced Microwave Imaging for Brain Diagnostics

2023 - 17th European Conference on Antennas and Propagation, EuCAP 2023

Ninkovic, D.; Yago Ruiz, A.; Cavagnaro, M.; Kolundzija, B.; Crocco, L.; Nikolic Stevanovic, M.

Biases in Large Language Models: Origins, Inventory, and Discussion

2023 - ACM JOURNAL OF DATA AND INFORMATION QUALITY

Navigli, R.; Conia, S.; Ross, B.

A General Approach to Dropout in Quantum Neural Networks

2023 - ADVANCED QUANTUM TECHNOLOGIES

Scala, Francesco; Ceschini, Andrea; Panella, Massimo; Gerace, Dario

A Method for Robust and Explainable Image-Based Network Traffic Classification with Deep Learning

2023 - Proceedings of the 20th International Conference on Security and Cryptography

Hattak, Amine; Mercaldo, Francesco; Iadarola, Giacomo; Martinelli, Fabio; Santone, Antonella