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cs.LG 1

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2026 1

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DiffATS: Diffusion in Aligned Tensor Space

cs.LG · 2026-05-10 · unverdicted · novelty 6.0

DiffATS trains diffusion models directly on aligned Tucker tensor primitives that are proven to be homeomorphisms, delivering efficient unconditional and conditional generation across images, videos, and PDE data with high compression.

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  • DiffATS: Diffusion in Aligned Tensor Space cs.LG · 2026-05-10 · unverdicted · none · ref 4

    DiffATS trains diffusion models directly on aligned Tucker tensor primitives that are proven to be homeomorphisms, delivering efficient unconditional and conditional generation across images, videos, and PDE data with high compression.