2026
Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation
AAAI 2026technical
Diffusion-based talking head models generate high-quality, photorealistic videos but suffer from slow inference, limiting practical applications. Existing acceleration methods for gen- eral diffusion models fail to exploit the temporal and spatial redundancies unique to talking head generation. In t