stable-diffusion-2-base

Papers using or citing this model 3

• High-Resolution Image Synthesis with Latent Diffusion Models 28.3K citations · 2021 · arXiv (Cornell University) · arXiv

  By decomposing the image formation process into a sequential application of denoising autoencoders, diffusion models (DMs) achieve state-of-the-art synthesis results on image data and beyond. Additionally, their formulation allows for a...

• Quantifying the Carbon Emissions of Machine Learning 1K citations · 2019 · arXiv (Cornell University) · arXiv

  From an environmental standpoint, there are a few crucial aspects of training a neural network that have a major impact on the quantity of carbon that it emits. These factors include: the location of the server used for training and the...

• Progressive Distillation for Fast Sampling of Diffusion Models 287 citations · 2022 · arXiv (Cornell University) · arXiv

  Diffusion models have recently shown great promise for generative modeling, outperforming GANs on perceptual quality and autoregressive models at density estimation. A remaining downside is their slow sampling time: generating high...