"parameter-efficient learning" Papers

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LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph

Tu Ao, Yanhua Yu, Yuling Wang et al.

AAAI 2025paperarXiv:2504.03137
15
citations

Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences

Nikos Dimitriadis, Pascal Frossard, François Fleuret

ICLR 2025arXiv:2407.08056
11
citations

Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models

Jinhui Yi, Syed Talal Wasim, Yanan Luo et al.

CVPR 2025arXiv:2412.18609
2
citations

LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking

Jialin Li, Qiang Nie, Weifu Fu et al.

CVPR 2024highlightarXiv:2403.04303
7
citations