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Latest Posts
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Describe this nonsense.
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Sander Dieleman
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2025-12-21 18:13:36
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Latest Posts – Sander Dieleman Open Menu Home About Sander Dieleman Research Scientist at DeepMind Learn More Email Twitter LinkedIn GitHub Reddit Posts All Posts All Tags Research Software DeepMind Sander Dieleman Latest Posts August 28, 2023 Sander Dieleman Reading time ~17 minutes The geometry of diffusion guidance Guidance is a powerful method that can be used to enhance diffusion model sampling. As I’ve discussed in an earlier blog post , it’s almost like a cheat code: it can improve sample quality so much that it’s as if the model had ten times the number of parameters – an order of magnitude improvement, basically for free! This follow-up post provides a geometric interpretation and visualisation of the diffusion sampling procedure, which I’ve found particularly useful to explain how guidance works. A word of warning about high-dimensional spaces Sampling algorithms for diffusion models typically start by initialising a ...
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