3min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

How LLMs and Generative AI are Revolutionizing AI for Science with Anima Anandkumar - #614

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Is Diffusion a Tool for Scientific Applications?

The question of which specific architecture and which specific framework can evolve over time, it was GANs a few years ago. And I do think that's important for the scientific applications too, because in sciences we have a lot of constraints. For instance, diffusion models are slow to sample because they have to gradually go from a Gaussian distribution to the distribution of images. One of the frameworks we've developed is to do a decoding in parallel.

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