BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models

Image-to-image translation is an important and challenging problem in computer vision and image processing. Diffusion models have shown great potentials for high-quality image synthesis, and have gained competitive performance on the task of image-to-image translation.