2025 "parameter efficient fine-tuning" Papers

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Block-Diagonal LoRA for Eliminating Communication Overhead in Tensor Parallel LoRA Serving

Xinyu Wang, Jonas M. Kübler, Kailash Budhathoki et al.

NeurIPS 2025posterarXiv:2510.23346

Dense2MoE: Restructuring Diffusion Transformer to MoE for Efficient Text-to-Image Generation

Youwei Zheng, Yuxi Ren, Xin Xia et al.

ICCV 2025posterarXiv:2510.09094
4
citations

Parameter Efficient Fine-tuning via Explained Variance Adaptation

Fabian Paischer, Lukas Hauzenberger, Thomas Schmied et al.

NeurIPS 2025posterarXiv:2410.07170
4
citations