Implementation of a Denoising Diffusion Process
Dataset obtenido de
https://www.kaggle.com/jessicali9530/stanford-dogs-dataset
Artículos de Referencia
https://arxiv.org/pdf/1503.03585.pdf - Deep Unsupervised Learning using Nonequilibrium Thermodynamics https://arxiv.org/pdf/2006.11239.pdf - Denoising Diffusion Probabilistic Models https://arxiv.org/pdf/2102.09672.pdf - Improved Denoising Diffusion Probabilistic Models https://arxiv.org/pdf/2105.05233.pdf - Diffusion Models Beat GANs on Image Synthesis https://openreview.net/pdf?id=qw8AKxfYbI - Classifier-Free Diffusion Guidance https://arxiv.org/pdf/2112.10741.pdf - GLIDE