Frozen Factor or Spectral Band? Disentangling Two Choices in Low-Rank LoRA.

arXiv:2610.06621v1 Announce Type: cross Abstract: Spectral variants of low-rank adaptation (LoRA) choose both a subspace and which factor to freeze. We separate these choices by freezing the input factor A or output factor B on the top or bottom singular direc