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subspace regularization

2 papers

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Co-occurring keywords · papers mentioning both

null space constraint (1) geometric regularization (1) model capacity (1) weight vector (1) low-rank adaptation (1) parameter-efficient fine-tuning (1) class-incremental learning (1) logistic regression (1) few-shot learning (1) catastrophic forgetting (1)

Papers

Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025 Subspace Regularizers for Few-Shot Class Incremental Learning ICLR 2022