VL-MPFT: Multitask Parameter-Efficient Fine-Tuning for Visual-Language Pre-trained Models via Task-Adaptive Masking

Min Zhu, Guanming Liu, Zhihua Wei. VL-MPFT: Multitask Parameter-Efficient Fine-Tuning for Visual-Language Pre-trained Models via Task-Adaptive Masking. In Zhouchen Lin, Ming-Ming Cheng, Ran He 0001, Kurban Ubul, Wushouer Silamu, Hongbin Zha, Jie Zhou 0001, Cheng-Lin Liu 0001, editors, Pattern Recognition and Computer Vision - 7th Chinese Conference, PRCV 2024, Urumqi, China, October 18-20, 2024, Proceedings, Part V. Volume 15035 of Lecture Notes in Computer Science, pages 379-394, Springer, 2024. [doi]

Abstract

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