Advancing Multimodal Large Language Models with Quantization-Aware Scale Learning for Efficient Adaptation

Jingjing Xie, Yuxin Zhang 0002, Mingbao Lin, Liujuan Cao, Rongrong Ji. Advancing Multimodal Large Language Models with Quantization-Aware Scale Learning for Efficient Adaptation. In Jianfei Cai 0001, Mohan S. Kankanhalli, Balakrishnan Prabhakaran 0001, Susanne Boll, Ramanathan Subramanian, Liang Zheng 0001, Vivek K. Singh 0001, Pablo César, Lexing Xie, Dong Xu 0001, editors, Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024. pages 10582-10591, ACM, 2024. [doi]

Authors

Jingjing Xie

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Yuxin Zhang 0002

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Mingbao Lin

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Liujuan Cao

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Rongrong Ji

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