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28 Results
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Poster
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Wed 16:30 |
LoRA-GA: Low-Rank Adaptation with Gradient Approximation Shaowen Wang · Linxi Yu · Jian Li |
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Poster
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Fri 11:00 |
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks Yang Li · Shaobo Han · Jonathan Shihao Ji |
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Workshop
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FedEx-LoRA: Exact Aggregation for Federated Parameter-Efficient Fine-Tuning of Foundation Models Raghav Singhal · Kaustubh Ponkshe · Praneeth Vepakomma |
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Poster
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Wed 11:00 |
Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning Runqian Wang · Soumya Ghosh · David Cox · Diego Antognini · Aude Oliva · Rogerio Feris · Leonid Karlinsky |
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Workshop
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KD-LoRA: A Hybrid Approach to Efficient Fine-Tuning with LoRA and Knowledge Distillation Rambod Azimi · Rishav Rishav · Marek Teichmann · Samira Ebrahimi Kahou |
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Workshop
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Flat-LoRA: Low-Rank Adaption over a Flat Loss Landscape Tao Li · Zhengbao He · Yujun Li · Yasheng Wang · Lifeng Shang · Xiaolin Huang |
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Oral
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Thu 10:40 |
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning Chunlin Tian · Zhan Shi · Zhijiang Guo · Li Li · Cheng-Zhong Xu |
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Poster
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Thu 11:00 |
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation Xiaoyu Kong · Jiancan Wu · An Zhang · Leheng Sheng · Hui Lin · Xiang Wang · Xiangnan He |
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Poster
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Thu 11:00 |
Unveiling LoRA Intrinsic Ranks via Salience Analysis Wenjun Ke · Jiahao Wang · Peng Wang · Jiajun Liu · Dong Nie · Guozheng Li · Yining Li |
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Poster
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Wed 11:00 |
Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models Zhan Zhuang · Yulong Zhang · Xuehao Wang · Jiangang Lu · Ying Wei · Yu Zhang |
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Poster
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Thu 11:00 |
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning Chunlin Tian · Zhan Shi · Zhijiang Guo · Li Li · Cheng-Zhong Xu |
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Poster
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Thu 16:30 |
Mixture of Adversarial LoRAs: Boosting Robust Generalization in Meta-Tuning Xu Yang · Chen Liu · Ying Wei |