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Leo Zhang

@leoeleoleo1.bsky.social
10 followers 12 following 17 posts

PhD student at @oxfordstatistics.bsky.social working on generative models

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Reposted by Leo Zhang
Rob Cornish @rob-cornish.bsky.social · 06/03/2025
A meta-point of this paper is that category theory has utility for reasoning about current problems of interest in mainstream machine learning. The theory is predictive, not just descriptive. 🧵(1/6)
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Leo Zhang @leoeleoleo1.bsky.social · 04/03/2025
In our new paper (accepted at ICLR), we propose the first framework for constructing equivariant diffusion models via symmetrisation This allows us to ensure E(3)-equivariance with just highly scalable standard architectures such as Diffusion Transformers, instead of EGNNs, for molecular generation
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