Domain Transfer Becomes Identifiable via a Single Alignment

In three linesNovel theoretical approach to domain transfer identifiability. Authors prove that a single paired anchor sample suffices to identify ground-truth transfer under structural sparsity conditions on Jacobian support, substantially reducing supervision requirements compared to prior work. Empirical validation on synthetic and real-world tasks.

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