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arXiv cs.AI·

Content-Style Identification via Differential Independence

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In three linesNew arXiv paper introducing CSDI (content-style differential independence) to identify content and style factors in multi-domain generative models. Relaxes prior statistical independence conditions via blockwise orthogonality constraints on Jacobian subspaces. Demonstrates identifiability even with dependent content/style and dense Jacobians.
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