Generative & Restoration AI

We study modern generative models including diffusion models, GAN variants, and recent video and 3D/4D generative frameworks. Our research emphasizes controllable generation, temporal and spatial consistency, efficient inference, and safety. We aim to build practical generative pipelines that can reliably produce high-quality images, videos, and 3D/4D representations under real-world computational and deployment constraints.