OmnAI Lab
The OmnAI Lab is a research laboratory dedicated to studying computational models of learning and inference, with the goal of understanding and developing forms of artificial intelligence. Its research activities focus primarily on Trustworthy and Robust AI, with applications in computer vision, while also drawing inspiration from related fields such as computer graphics and natural language processing.
The lab investigates approaches in machine learning and deep learning, grounded in mathematical tools such as linear algebra, high-dimensional geometry, and optimization. The main research directions include adversarial robustness, proactive defenses against multimedia data manipulation, inverse problems, and generative artificial intelligence. The lab also has extensive expertise in biometrics, face recognition, and deepfake detection.
Responsabile del Gruppo
Iacopo Masi
