Author

Siobhan Reid

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Jul 2026

DA-MergeLoRA: Hypernetwork-Based LoRA Merging for Few-Shot Test-Time Domain Adaptation

A new FSTT-DA framework that integrates LoRA fine-tuning with model merging and proposes a hypernetwork trained via meta-learning that generates per-column merging factors to combine LoRA modules to adapt the learned knowledge to a specific target domain.

Siobhan Reid, Zhixiang Chi, Li Gu et al. · arXiv.org · 0 citations