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Jun, 2024
从CLIP中挖掘开放语义:一种关系转换视角的少样本学习方法
Mining Open Semantics from CLIP: A Relation Transition Perspective for Few-Shot Learning
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Cilin Yan, Haochen Wang, Xiaolong Jiang, Yao Hu, Xu Tang...
TL;DR
通过挖掘开放语义作为锚点,并采用转换器模块进行从图像-锚点关系到图像-目标关系的关系转换,我们的方法在少样本分类设置中表现出色。
Abstract
contrastive vision-language pre-training
(
clip
) demonstrates impressive zero-shot capability. The key to improve the adaptation of
clip
to
→