2025 "parameter-efficient adaptation" Papers

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Conference

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Paper Type

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DEFT: Decompositional Efficient Fine-Tuning for Text-to-Image Models

Komal Kumar, Rao Anwer, Fahad Shahbaz Khan et al.

NeurIPS 2025posterarXiv:2509.22793

HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis

Mengtian Li, Jinshu Chen, Wanquan Feng et al.

CVPR 2025highlightarXiv:2503.16944
4
citations

SEMPO: Lightweight Foundation Models for Time Series Forecasting

Hui He, Kun Yi, Yuanchi Ma et al.

NeurIPS 2025oralarXiv:2510.19710

VladVA: Discriminative Fine-tuning of LVLMs

Yassine Ouali, Adrian Bulat, ALEXANDROS XENOS et al.

CVPR 2025posterarXiv:2412.04378
11
citations