معرفی
Prof. Tomaso Fontanini is a researcher at the Department of Engineering and Architecture, University of Parma. His academic contributions span multiple disciplines, including computer science, artificial intelligence, and computer vision.
- 2025/2026: Deep Learning and Generative Models (Master's in Computer Engineering)
- 2024/2025: Processing Systems (Bachelor's in Prevention Techniques)
- 2023/2024: Processing Systems (Bachelor's in Prevention Techniques)
- 2022/2023: Processing Systems (Bachelor's in Prevention Techniques)
Research Focus: His work primarily explores generative models, image synthesis, and style transfer with a strong emphasis on semantic control and attention mechanisms. Recent research has advanced state space models for efficient style transfer (Mamba-ST), semantic image synthesis via class-adaptive cross-attention, and diffusion model acceleration through U-shape architectures.
Scientific Contributions: Publications include breakthroughs in controllable face synthesis, mask-based generative modeling, and video anomaly detection. His work bridges theoretical advancements in neural architectures with practical applications in remote sensing and educational technology.
- 2025: FLAV (audio-video generation), Swin2-MoSE (remote sensing)
- 2024: MARS (text-based person search), MCGM (mask conditioning)
- 2023: FrankenMask (face part editing), Student attendance systems
