Multimedia Generation & Editing Computer vision algorithms using generative models 2D/3D Face Vision & Graphics 3D face shape & texture reconstruction, face alignment, face recognition 3D Human Vision & Graphics 3D human pose estimation and tracking, NeRF-based novel view and pose rendering for human Perceptual Image Processing Image & video quality assessment, AR/VR QoE assessment Text-Guided 3D Texture Generation Generating photorealistic textures for 3D objects from text prompts High Fidelity Avatar Generating high-fidelity 3D avatars from 2D images. Diffusion-/Flow-based Generation Modeling data distributions via diffusion processes and flow matching for efficient generative learning.
