Denoising Diffusion Probabilistic Models

My code for Denoising Diffusion Probabilistic Models for various generative tasks.

Fig. Outputs of partially trained latent diffusion model.

Fig. Raw outputs(top row), VAE outputs(middle row), and LDM outputs(step 600...)(bottom row).

Fig. Example of a linear scheduler based backward denoising process using a vanilla diffusion model.

Fig. Outputs of cat style transfer using DDPM.

Fig. Raw outputs of vanilla diffusion model.