Samuele Salti

Tesi di Laurea Magistrale

• 3D change detection for autonomous driving
• 3D deep learning architectures for surface classification of welded stator hairpins
• 3D Human Shape and Pose Estimation from Multi-view Images
• 3D Reconstruction and Analysis of Lithium-ion Batteries from X-ray Images
• 3D reconstruction from uncalibrated collections of normal maps
• A Safety Framework For Large Language Models
• A transformer-based architecture for automated inspection of pharmaceutical labels
• An experimental study on connecting Neural Radiance Fields to images and text
• Anomaly Detection for Line Clearance in Industrial Systems
• Automatic Identification of Book Stamps in Old Japanese Books
• Bringing Sharpness to Images: Approaches for Blur Detection and Restoration
• Detection and Metric Learning from Pseudo-labels for Unsupervised Maritime Vessel Identification
• Development of pose estimation models on embedded devices for postural assessment
• Diffusion models for few-shot anomaly detection and classification
• DoGNeXt: Convolutional Neural Network with Difference of Gaussian kernels
• Evaluation of Synthetic Data's Impact on Financial Predictive Models
• Face anonymization in driver monitoring systems
• Image Super-Resolution for Improved 6D Pose Estimation in Industrial Robotic Systems
• Improving prompt adherence in identity-preserving text-to-image generative models
• Leveraging stable diffusion for animation inbetweening
• Mixing Pruning and Distillation for Lighter Diffusion Models
• Seamless smart home interaction via body pose or hand gesture recognition on edge devices
• Seamless smart home interaction via pose-based gesture recognition on edge devices
• Test Time Training for Binary Anomaly Segmentation
• Transfer-Based Adversarial Attack Against Multimodal Models by Exploiting Perturbed Attention Region
• Using Sparse Features to Characterize and Mitigate Concept‑Dependent Modality Gap in Vision‑Language Models