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MLPs Are All You Need... For FLOP calculations
A run down of the major operations you need to consider when calculating the computational burden from your transformer
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A Technical Introduction to Diffusion Models
A comprehensive look at the theory and concepts underpinning diffusion models.
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Convexity Explained
A short and easy to follow primer on convexity.
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What the Lipschitz?!
All the math and intuition you need to know for a happy life.