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59 Results
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Poster
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Tue 1:45 |
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models Yukang Chen · Shengju Qian · Haotian Tang · Xin Lai · Zhijian Liu · Song Han · Jiaya Jia |
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Poster
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Thu 7:30 |
LLaMA-Adapter: Efficient Fine-tuning of Large Language Models with Zero-initialized Attention Renrui Zhang · Jiaming Han · Chris Liu · Aojun Zhou · Pan Lu · Yu Qiao · Hongsheng Li · Gao Peng |
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Poster
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Thu 7:30 |
Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models Kyuyoung Kim · Jongheon Jeong · Minyong An · Mohammad Ghavamzadeh · Krishnamurthy Dvijotham · Jinwoo Shin · Kimin Lee |
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Oral
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Tue 1:00 |
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models Yukang Chen · Shengju Qian · Haotian Tang · Xin Lai · Zhijian Liu · Song Han · Jiaya Jia |
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Workshop
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Selecting Large Language Model to Fine-tune via Rectified Scaling Law Haowei Lin · Baizhou Huang · Haotian Ye · Qinyu Chen · Zihao Wang · Sujian Li · Jianzhu Ma · Xiaojun Wan · James Y Zou · Yitao Liang |
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Poster
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Wed 1:45 |
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions Juncheng Li · Kaihang Pan · Zhiqi Ge · Minghe Gao · Wei Ji · Wenqiao Zhang · Tat-Seng Chua · Siliang Tang · Hanwang Zhang · Yueting Zhuang |
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Workshop
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Rethinking harmless refusals when fine-tuning foundation models Florin Pop · Judd Rosenblatt · Diogo de Lucena · Michael Vaiana |
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Oral
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Wed 1:00 |
LoftQ: LoRA-Fine-Tuning-aware Quantization for Large Language Models Yixiao Li · Yifan Yu · Chen Liang · Nikos Karampatziakis · Pengcheng He · Weizhu Chen · Tuo Zhao |
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Poster
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Wed 1:45 |
LoftQ: LoRA-Fine-Tuning-aware Quantization for Large Language Models Yixiao Li · Yifan Yu · Chen Liang · Nikos Karampatziakis · Pengcheng He · Weizhu Chen · Tuo Zhao |
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Poster
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Thu 7:30 |
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis Raman Dutt · Ondrej Bohdal · Sotirios Tsaftaris · Timothy Hospedales |
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Workshop
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Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-tuned LLMs Raghavv Goel · Mukul Gagrani · Wonseok Jeon · Junyoung Park · Mingu Lee · Christopher Lott |