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197 Results
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Workshop
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TOU: Truncated-factorized reduction for an efficient-parameter model fine-tuning Phuong Thi-Mai Nguyen · Minh-Son Dao · Koji Zettsu |
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Workshop
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Parameter-Efficient Fine-Tuning of State Space Models Kevin Galim · Wonjun Kang · Yuchen Zeng · HYUNG IL KOO · Kangwook Lee |
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Workshop
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Sat 10:42 |
Parameter-Efficient Fine-Tuning of State Space Models Kevin Galim · Jungtaek Kim · Wonjun Kang · Yuchen Zeng · HYUNG IL KOO · Kangwook Lee |
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Poster
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Fri 11:00 |
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization Yao Ni · Shan Zhang · Piotr Koniusz |
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Poster
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Thu 11:00 |
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning Yibo Yang · Xiaojie Li · Zhongzhu Zhou · Shuaiwen Song · Jianlong Wu · Liqiang Nie · Bernard Ghanem |
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Workshop
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SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors Vijay Chandra Lingam · Atula Neerkaje · Aditya Vavre · Aneesh Shetty · Gautham Krishna Gudur · Joydeep Ghosh · Alex Dimakis · Eunsol Choi · Aleksandar Bojchevski · Sujay Sanghavi |
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Workshop
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Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning Somnath Basu Roy Chowdhury · Krzysztof M Choromanski · Arijit Sehanobish · Kumar Avinava Dubey · Snigdha Chaturvedi |
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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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Workshop
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Navigating Parameter Space with Geodesic Interpolation: A New Approach to Efficient Fine-Tuning Sophia Abraham |
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Workshop
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Addax: Resource-Efficient Fine-Tuning of Language Models with a Combination of Forward-Backward and Forward-Only Passes Zeman Li · Xinwei Zhang · Peilin Zhong · Yuan Deng · Vahab Mirrokni · Meisam Razaviyayn |
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Workshop
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Addax: Resource-Efficient Fine-Tuning of Language Models with a Combination of Forward-Backward and Forward-Only Passes Zeman Li · Xinwei Zhang · Peilin Zhong · Yuan Deng · Vahab Mirrokni · Meisam Razaviyayn |
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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 |