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by yubblegum
389 days ago
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TIL. Generative Visual Manipulation on the Natural Image Manifold https://arxiv.org/abs/1609.03552 For me, the most intriguing aspect of LLMs (and friends) are the embedding space and the geometry of the embedded manifolds. Curious if anyone has looked into comparative analysis of the geometry of the manifolds corresponding to distinct languages. Intuitively I see translations as a mapping from one language manifold to another, with expressions being paths on that manifold, which makes me wonder if there is a universal narrative language manifold that captures 'human expression semantics' in the same way as a "natural image manifold". |
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