Enhancing privacy-preserving deployable large language models for perioperative complication detection: a targeted strategy with LoRA fine-tuning. [PDF]
Gao S +9 more
europepmc +1 more source
ILD-Slider: A Parameter-Efficient Model for Identifying Progressive Fibrosing Interstitial Lung Disease from Chest CT Slices. [PDF]
Zhang J +10 more
europepmc +1 more source
Related searches:
Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning
2023Fine-tuning large pre-trained language models on downstream tasks has become an important paradigm in NLP. However, common practice fine-tunes all of the parameters in a pre-trained model, which becomes prohibitive when a large number of downstream tasks are present.
Zhang, Qingru +6 more
openaire +1 more source
Modular and Parameter-Efficient Fine-Tuning for NLP Models
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts, 2022Sebastian Ruder +2 more
openaire +1 more source
A Study of Parameter Efficient Fine-tuning by Learning to Efficiently Fine-Tune
Findings of the Association for Computational Linguistics: EMNLP 2024Taha Ceritli +5 more
openaire +1 more source
6 LLM Fine-Tuning: Instruction and Parameter-Efficient Fine-Tuning (PEFT)
S. Aathilakshmi +2 moreopenaire +1 more source
Parameter-Efficient Optimization for Supervised Fine-tuning Trainer
2025 IEEE 29th International Conference on Intelligent Engineering Systems (INES)Bruno Kristián, Giang Nguyen
openaire +1 more source
Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning
2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Zichen Tian, Yaoyao Liu, Qianru Sun
openaire +1 more source
Bad-Tuning: Backdooring Vision Transformer Parameter-Efficient Fine-Tuning
GLOBECOM 2024 - 2024 IEEE Global Communications ConferenceDenghui Li +4 more
openaire +1 more source

