Vincent Dedun

Infinite-Resolution Integral Noise Warping for Diffusion Models

Adapting pretrained image-based diffusion models to generate temporally consistent videos has become an impactful generative modeling research direction. Training-free noise-space manipulation has proven to be an effective technique, where the challenge is to preserve the Gaussian white noise distri…