2 papers
cs.CV2026
LPM: Industrial-Scale Generative Video Restoration
Bichuan Zhu, Fulin Li, Jiachao Gong +14
We present the Large Processing Model (LPM), a diffusion-based generative framework for photorealistic video restoration under complex, in-the-wild degradations. To our knowledge,…
cs.CV2025
LAFR: Efficient Diffusion-based Blind Face Restoration via Latent Codebook Alignment Adapter
Runyi Li, Bin Chen, Jian Zhang +1
Blind face restoration from low-quality images is a challenging task that requires not only high-fidelity image reconstruction, but also preservation of facial identity. Although d…