This archive serves as a way to help understand the purposes and directions of current and past research in the laboratory, showing the thesis works completed by students at our laboratory.
Giuseppe Daidone, Adversarial Attacks on Convolutional and Transformer Architectures for Image-based Malware Detection and Classification Tasks, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2025
Jacopo Fabi, Geometric Algebra Transformer for Hyperspectral Image Classification, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2025
Mariastella Fazioli, Deepfake Audio in Criminal Investigations: A Case Study on Detection for Law Enforcement, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2025
Andrea Gervasio, Evaluating Explainability for Deepfake Detection through Attention-Based Methods, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2025
Mattia Maffongelli, Understanding DeepFake Detection through Vision- Language Models: Prompting with Technical Visual Cues, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2025
Alessandro Nicolella, PlyghtMesh - Point Cloud-based Low-Poly Model Reconstruction, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2025
Bruno Francesco Nocera, Geometric algebra guidance for mesh reconstruction from single images: an exploratory study, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2025
Claudio Schiavella, Enhancing Vision Transformer Architectures for Monocular Depth Estimation with Efficient Attention Modules: Optimized Computer Vision Models for Edge Devices, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024
Lorenzo Cirillo, Towards Efficient and Interpretable Depth Estimation: A Study on Attention Module Optimization and Model Explainability, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024
Gianmarco Scarano, Vehicle Re-Identification through ResNet-based Feature Extraction and Spatio-Temporal constraints: A real-world application in an urban scenario, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024
Simone Scaccia, An unsupervised approach based on Deep Neural Embeddings and Spatio-Temporal Graph Convolution Networks for Pedestrian Intention Estimation, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2024
Leonardo Colosi, A Geometric Algebra-guided approach to Point Cloud Completion, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024
Luca Zanchetta, VidCLearn: A Continual Learning Approach for Text-to-Video Generation, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2024
Mattia Aquilina, Identity Based Deepfake Detection: A Training-Free Pipeline Leveraging Facial Embeddings, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024
Fabrizio Casadei, Enhancing Abnormality identification: Robust Out- Of-Distribution strategies for Deepfake Detection, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024
Lorenzo Ciarpaglini, Development of a Novel Stochastic Linesearch Algo- rithm for Deep Learning Optimization, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024
Matteo Zaramella, Enhancing Manatee Aggregation Counting using Cross-Domain Learning and Data Augmentation, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024
Andrea Alfarano, STLight: Mixing Spatio-Temporal Features for lightweight Video Prediction, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2024
Francesco Pro, Ground to Aerial Image Matching for Geospatial Applications, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023
Claudia Melis Tonti, Lightweight 3D Convolutional Occupancy Networks for object meshes reconstruction, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023
Francesco Riccardo Tassone, Knowledge Distillation for AI-Generated Image Detection: A Comparative Analysis of Continual Learning Strategies, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023
Leonardo Mongelli, Multimodal Deepfake Detection: A Novel Audio Visual approach based on Convolutional Neural Networks and Visual Transformers, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023
Giorgio Leporoni, A Guided-Based Approach for Deepfake Detection: RGB-Depth Integration via Feature Fusion, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2023
Tania Sari Bonaventura, An Automated End-to-End Pipeline Based on Semantic Graphs for Ground-to-Aerial Image Matching, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2022
Ketbjano Vocaj, Depthfake: a depth-based deep learning approach for deepfake detection, M.Sc. Thesis in Engineering in Computer Science, Sapienza University of Rome, 2022
Giovanbattista Abbate, Exploiting Watermarking Algorithms to perform Backdoor Attacks in Convolutional Neural Networks, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2021
Lorenzo Papa, Deep Learning algorithms in low-resource settings for fast-throughput Monocular Depth Estimation, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2021
Domiziana Catalano, Convolutional Neural Networks for Deepfake video detection, M.Sc. Thesis in Artificial Intelligence and Robotics, Sapienza University of Rome, 2020