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 www.nicktasios.nl
Latent Diffusion Series: Latent Diffusion Model | NICK TASIOS
| | liorsinai.github.io
Image generation with MNIST - Lior Sinai
2.9 parsecs away

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| | A denoising diffusion probabilistic model for generating numbers based on the MNIST dataset. The underlying machine learning model is a U-Net model, which is...
| | lilianweng.github.io
What are Diffusion Models? | Lil'Log
2.6 parsecs away

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| | [Updated on 2021-09-19: Highly recommend this blog post on score-based generative modeling by Yang Song (author of several key papers in the references)]. [Updated on 2022-08-27: Added classifier-free guidance, GLIDE, unCLIP and Imagen. [Updated on 2022-08-31: Added latent diffusion model. [Updated on 2024-04-13: Added progressive distillation, consistency models, and the Model Architecture section.
| | angusturner.github.io
Diffusion Models as a kind of VAE | Angus Turner
1.8 parsecs away

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| | Machine Learning and Data Science.
| | sander.ai
Perspectives on diffusion - Sander Dieleman
12.3 parsecs away

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| Perspectives on diffusion, or how diffusion models are autoencoders, deep latent variable models, score function predictors, reverse SDE solvers, flow-based models, RNNs, and autoregressive models, all at once!