FoLoRA applies generalized Rayleigh-quotient optimization to LoRA updates so that directions are gated by downstream utility divided by a pretraining-proxy forgetting penalty.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Foundation-Preserving Adaptation via Generalized Rayleigh-Quotient Optimization
FoLoRA applies generalized Rayleigh-quotient optimization to LoRA updates so that directions are gated by downstream utility divided by a pretraining-proxy forgetting penalty.