2025 "parameter-efficient training" Papers

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HyperET: Efficient Training in Hyperbolic Space for Multi-modal Large Language Models

Zelin Peng, Zhengqin Xu, Qingyang Liu et al.

NeurIPS 2025oralarXiv:2510.20322
1
citations

Q3R: Quadratic Reweighted Rank Regularizer for Effective Low-Rank Training

Ipsita Ghosh, Ethan Nguyen, Christian Kümmerle

NeurIPS 2025posterarXiv:2511.04485

TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters

Haiyang Wang, Yue Fan, Muhammad Ferjad Naeem et al.

ICLR 2025posterarXiv:2410.23168
10
citations

Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models

Young Kyun Jang, Ser-Nam Lim

ICCV 2025posterarXiv:2405.14715
2
citations