M.Sc./B.Sc. Thesis Students

Antonello Giorgio, M.Sc. Thesis Student in Artificial Intelligence and Robotics, Sapienza University of Rome.

Francesco Sudoso, M.Sc. Thesis Student in Engineering in Computer Science, Sapienza University of Rome.

Mattia Pannone, M.Sc. Thesis Student in Artificial Intelligence and Robotics, Sapienza University of Rome.

Silverio Manganaro, M.Sc. Thesis Student in Artificial Intelligence and Robotics, Sapienza University of Rome and TU Delft.

Joshua De Filippi, M.Sc. Thesis Student in Electronics Engineering, Sapienza University of Rome and Georgia Institute of Technology.

Francesco Fé, M.Sc. Thesis Student in Engineering in Computer Science, Sapienza University of Rome.

Federico Ambrogio, M.Sc. Thesis Student in Engineering in Computer Science, Sapienza University of Rome.

Federico Costanza, M.Sc. Thesis Student in Electronics Engineering, Sapienza University of Rome.

Mattia Seu, M.Sc. Thesis Student in Artificial Intelligence and Robotics, Sapienza University of Rome.

Giovanni Pignata, M.Sc. Thesis Student in Engineering in Computer Science, Sapienza University of Rome.

Daniel Pikc, Language-Queried Audio Signal Processing, B.Sc. Thesis in Communication Engineering, Sapienza University of Rome, 2024.

Eleonora Beatrice Rossi, Generative Adversarial Networks for Faithful Counterfactual Explanations in Medical Imaging, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2024. [thesis]

Riccardo Ceccarelli, Multimodal Joint Embedding Network for Medical Image Segmentation, M.Sc. Thesis in Engineering in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024. [thesis]

Debora Capriotti, Explaining Hypercomplex Neural Networks for Understanding Correlations in Image Classification, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024. [thesis] [C71]

Lorenzo Aloisi, Wavelet-Based Diffusion Model for Enhanced Inference Speed in Image Super-Resolution, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2024. [thesis]

Giorgio De Cassan, Quaternion Wavelet Networks for Image Super-Resolution, M.Sc. Thesis in Electronics Engineering, Sapienza University of Rome, 2024. [thesis]

Francesco Sergi, A Transformer-Based Beamforming Network for 3D Speech Enhancement, M.Sc. Thesis in Electronics Engineering, Sapienza University of Rome, 2024. [thesis]

Adnan Elahi, Robust Data Generation Framework for Voltaic Arc Synthesis, M.Sc. Thesis in Electrical Engineering, Sapienza University of Rome, 2023. [thesis]

Lorenzo De Santis, SLinear: Taming the Non-Stationarity in Long Sequence Time Series Forecasting, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2023. [thesis]

Luigi Antonelli, Lightweight Conditional Swin U-Net for Medical Image Reconstruction and Segmentation, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2023. [thesis]

Giordano Cicchetti, A ResFormer-Based Network for Document Enhancement, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2023. [thesis] [P09]

Piergiorgio Sabatelli, Deep Learning per l’Ottimizzazione dei Sistemi Cell Free M-MIMO per il Supporto delle Reti Wireless 6G, B.Sc. Thesis in Communication Engineering, Sapienza University of Rome, 2023. [thesis]

Sara Teresa Cerbelli Arenas, Intelligenza Artificiale Generativa per le Comunicazioni Audio del Futuro, B.Sc. Thesis in Communication Engineering, Sapienza University of Rome, 2023. [thesis]

Claudia De Luca, Interpretabilità di Metodi di Intelligenza Artificiale per l'Analisi di Immagini di Screening Mammografico, B.Sc. Thesis in Communication Engineering, Sapienza University of Rome, 2023. [thesis]

Ludovica Paglialunga, SELD Transformer for Audio Extended Reality, M.Sc. Thesis in Communications Engineering, Sapienza University of Rome, 2023. [thesis]

Orcun Ziylan, Self-Supervised Learning for 3D Point Cloud Understanding, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023. [thesis]

Andrea Rodriguez, Generative Diffusion Models for Audio Inpainting, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2023. [thesis] [C64] 

Andrea Mazzitelli, Diffusion Models for Super-Resolution of Ship Images, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, External Advisor: Alessandro Nicolosi (Leonardo Labs AI), 2023. [thesis]

Alessandro Marzilli, Transformer-Based Model for Vessel Route Forecasting and Anomaly Detection, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, External Advisor: Claudio Greco (ELMAN), 2023. [thesis] [C57]

Benokan Kafkas, Bilateral Denoising Diffusion Models for MIDI, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023. [thesis]

Bota Duisenbay, Lightweight Transformers for Speech Applications, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023. [thesis]

Andrea Celestini, Real-Time Detection and Classification of Port Vessels for Harbor Monitoring, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, External Advisor: Marco Maisano (ELMAN), 2023. [thesis] 

Ali Nosouhi Dehnavi, Short Term Load Forecasting using Transformer Model and Similar Day Selection Algorithm, M.Sc. Thesis in Control Engineering, Sapienza University of Rome, 2023. [thesis]

Pouya Irani, Wavelet-Driven Recurrent Neural Networks for Short Term Load Forecasting, M.Sc. Thesis in Control Engineering, Sapienza University of Rome, 2023. [thesis]

Tommaso Gattari, Convolutional Swin Transformer Network for Medical Image Segmentation, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2023. [thesis]

Daniela Moretti, Follow the route: A Transformer-Based Model for Vessels’ Behaviour Forecasting, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, External Advisor: Claudio Greco (ELMAN), 2023. [thesis] [C57]

Eleonora Chiarantano, Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023. [thesis] [C53]

Lorenzo Bianchi, Quaternion Wavelets-Driven Generative Models for Image Synthesis, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2023. [thesis]

Riccardo Salvalaggio, Joint Embedding Transformer for Self-Supervised Audio Representation, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2023. [thesis]

Riccardo Grasselli, Radial Subsampling Application in Multimodal Neural Networks, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2023. [thesis]

Gabriela Pilar Gómez Jiménez, Exploring the Non-linear Relationship between Brain Structure and Behavior, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, External Advisor: Demian Wassermann (INRIA), 2023. [thesis]

Gianfranco Di Marco, Deep Quaternion Generative Models for Renewable Energy: Improving Weather-Based Power Data Forecasting, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, Main Advisor: Aurelio Uncini, 2023. [thesis]

Davide Di Ienno, U-Shaped Residual Swin Transformer-Based Network for Fast MRI Reconstruction, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023. [thesis]

Eleonora Grassucci, Hypercomplex Generative Models: AI Beyond Clifford Algebra, Ph.D. Thesis in Information and Communication Technology, Sapienza University of Rome, 2023. [thesis]

Marawan Hassaan, Deep Generative Latent Models for Multidimensional Improper Signals,  M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2022. [thesis]

Gioia Mancini, Lightweight Neural Networks for 3D Sound Event Localization and Detection, M.Sc. Thesis in Control Engineering, Sapienza University of Rome, 2022. [thesis] [J22] [J25]

Christian Brigone, Hypercomplex Sound Field Representation for Audio Extended Reality, M.Sc. Thesis in Control Engineering, Sapienza University of Rome, 2022. [thesis] [J22] [J25]

Leonardo Nucciarelli, Diffusion Models for Neural Audio Synthesis, M.Sc. Thesis in Communication Engineering, Sapienza University of Rome, 2022. [thesis]

Riccardo Fosco Gramaccioni, Generative Deep Learning for Movie Restoration, M.Sc. Thesis in Communication Engineering, Sapienza University of Rome, 2022. [thesis]

Pietro Nardelli, Regularized Self-Supervised Learning for Violence Detection in Surveillance Videos, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2022. [thesis]

Christian Marinoni, Attention-based Generative Deep Learning for Reference-Guided Image-to-Image Translation, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2022. [thesis]

Redemptor Jr Laceda Taloma, Transformer Generative Adversarial Networks for Multi-Contrast Brain MRI Synthesis, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2022. [thesis]

Tommaso Spagnolo, Progettazione e Costruzione di Dataset di Audio 3D – Progetto L3DAS, Honours Programme for M.Sc. in Electronics Engineering, Sapienza University of Rome, 2022.

Martina Valleriani, Hypercomplex Deep Learning for Multi-View Breast Cancer Screening Analysis, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2022. [thesis] [P2]

Luigi Sigillo, Hypercomplex Generative Deep Learning for Image Modality Translation, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2022. [thesis] [C48]

Marco Pennese, Sviluppo di un Framework di Machine Learning per l'Analisi di Acquisizioni Audio 3D, Honours Programme for M.Sc. in Artificial Intelligence and Robotics, Sapienza University of Rome, 2021. [C46]

Christian Marinoni, L3DAS: Learning 3D Audio Sources, Honours Programme for M.Sc. in Artificial Intelligence and Robotics, Sapienza University of Rome, 2021. [C46]

Giuseppe Ciocci, Lightweight and Efficient Vision Transformers, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2021. [thesis]

Eleonora Lopez, Improving Breast Cancer Classification with Generative Adversarial Networks, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2021. [thesis]

Marina Carnemolla, A Deep Learning Approach for Medical Image Analysis in the Quaternion Domain, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2021. [thesis]

Federica Coppa, High-Resolution Image Segmentation and Classification in Breast Cancer Screening, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2021. [thesis]

Giorgio Granello, Metodi di Machine Learning per la Stima della Risposta Impulsiva 3D di Ambienti Confinati, B.Sc. Thesis in Electronics Engineering, Sapienza University of Rome, 2021. [thesis]

Sveva Pepe, Sviluppo di un Framework di Machine Learning per l'Analisi di Acquisizioni Audio 3D, Honours Programme for M.Sc. in Artificial Intelligence and Robotics, Sapienza University of Rome, 2021. [C46]

Claudia Medaglia, Sviluppo di un Framework di Machine Learning per l'Analisi di Acquisizioni Audio 3D, Honours Programme for M.Sc. in Artificial Intelligence and Robotics, Sapienza University of Rome, 2021. [C46]

Edoardo Cicero, Generative Deep Learning in the Quaternion Domain, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2021. [thesis] [B23]

Enrico Rocchi, Generative Deep Learning for Speech Enhancement as an Alternative to Classical Approaches, M.Sc. Thesis in Communication Engineering, Sapienza University of Rome, Supervisor: Aurelio Uncini, 2021. [thesis]

Marco Vicentini, Deep Neural Networks for Breast Cancer Detection, Honours Programme for M.Sc. in Data Science, Sapienza University of Rome, 2020. 

Lorenzo Lellini, Filtri Digitali nell'Elaborazione Audio: Analisi delle Caratteristiche ed Esempi di Utilizzo nell'Ottimizzazione di un Impianto Audio, B.Sc. Thesis in Communication Engineering, Sapienza University of Rome, 2020. [thesis]

Julio Ivan Davila Carrazco, Semi-Supervised Sound Event Detection in Domestic Environments, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2020. [thesis]

Michela Ricciardi Celsi, Deep Quaternion Neural Networks for 3D Sound Event Detection and Localization, M.Sc. Thesis in Control Engineering, Sapienza University of Rome, Supervisor: Aurelio Uncini, 2020. [thesis] [C42]

Ludovica Paglialunga, Filtri a Banda Larga per l'Equalizzazione Attiva del Rumore, B.Sc. Thesis in Electronics Engineering, Sapienza University of Rome, 2019. [thesis]

Riccardo Fosco Gramaccioni, Filtri Spaziali per Schiere di Microfoni Differenziali, B.Sc. Thesis in Electronics Engineering, Sapienza University of Rome, 2019. [thesis]

Antonio Montesano, Cancellazione d’Eco Acustico Stereofonico con Microfoni Coincidenti in Scenari Non-lineari, M.Sc. Thesis in Communication Engineering, Sapienza University of Rome, Supervisor: Aurelio Uncini, 2019. [thesis]

Antonio Falvo, Deep Neural Networks per la Risonanza Magnetica Accelerata, M.Sc. Thesis in Biomedical Engineering, Sapienza University of Rome, Supervisor: Aurelio Uncini, 2019. [thesis] [B22] [C40] [C44]

Marco Lella, Deep Quaternion Neural Networks for 3D Audio, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, Supervisor: Aurelio Uncini, 2019. [thesis] [C38]

Pietro Saulini, Riduzione e Cancellazione Adattativa del Rumore con Schiere di Microfoni Ambisonici, M.Sc. Thesis in Communication Engineering, Sapienza University of Rome, Supervisor: Aurelio Uncini, 2018. [thesis]

Giovanni Petracca, Linear-In-The-Parameters Nonlinear Adaptive Filtering Algorithms in the Frequency Domain, M.Sc. Thesis in Communication Engineering, Sapienza University of Rome, Supervisor: Aurelio Uncini, 2016. [thesis]

Simone Marzoli, Frequency Domain Adaptive Beamforming for Speech Enhancement, M.Sc. Thesis in Communication Engineering, Sapienza University of Rome, Supervisor: Aurelio Uncini, 2014.

Marco Comunità, Distance Perception in Virtual Audio Display, M.Sc. Thesis in Electronics Engineering, Sapienza University of Rome, Supervisor: Aurelio Uncini, 2014.

Francesca Ortolani, Hypercomplex Transform Domain Adaptive Filters, M.Sc. Thesis in Electronics Engineering, Sapienza University of Rome, Supervisor: Aurelio Uncini, 2014.

Giovanni Bacca, Algoritmo TF-GSC Basato Sugli Autospazi, M.Sc. Thesis in Communication Engineering, Sapienza University of Rome, Supervisor: Aurelio Uncini, 2012.

Simone Scardapane, Chaotic Series Prediction Using Kernel Adaptive Filtering Techniques, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, Supervisor: Aurelio Uncini, 2011.