Christopher Wewer

Rectified flows get a speed boost and quality bump by ditching the standard Gaussian source distribution and mixing in a conditioned distribution, leading to less curved generative paths.

Semantic scene understanding can be injected into novel view synthesis to generate more plausible and consistent images, especially under long-range camera motion, improving FID scores by up to 15%.