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christopher-beckham.github.io
| | xcorr.net
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| | 2022 was the year of generative AI models: DALL-E 2, MidJourney, Stable Diffusion, and Imagen all showed that it's possible to generate grounded, photorealistic images. These generative AIs are instances of conditional denoising diffusion probabilistic models, or DDPMs. Despite these flashy applications, DDPMs have thus far had little impact on neuroscience. An oil painting of...
| | sander.ai
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| | More thoughts on diffusion guidance, with a focus on its geometry in the input space.
| | www.nicktasios.nl
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| | In the Latent Diffusion Series of blog posts, I'm going through all components needed to train a latent diffusion model to generate random digits from the MNIST dataset. In the third, and last, post,
| | www.assemblyai.com
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| Learn everything you need to know about Diffusion Models in this easy-to-follow guide, from DIffusion Model theory to implementation in PyTorch.