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Aug, 2022
视觉语言模型的软上下文共享Prompt调整
Prompt Tuning with Soft Context Sharing for Vision-Language Models
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Kun Ding, Ying Wang, Pengzhang Liu, Qiang Yu, Haojian Zhang...
TL;DR
本研究提出了一种基于多任务学习的视觉语言模型Prompt Tuning的方法SoftCPT,用于同时优化多个Few-Shot任务的任务共享元网络,结果表明该模型能够通过软共享模式下的多任务学习实现比 CoOp 更好的结果。
Abstract
vision-language models
have recently shown great potential on many computer vision tasks. Meanwhile, prior work demonstrates
prompt tuning
designed for
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