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Partial label zero-shot learning with semantic mining and instance–label alignment

delete2026-04-23
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PRE
AI
J
Jinfu Fan
J
JiangNan Li
L
Linqing Huang *
甘
甘敏 (Min Gan)
陈晨 封面图
陈晨 (C. L. Philip Chen)
DOI:10.1016/j.engappai.2026.114854delete
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摘要

摘要

En 中文
• 带有模糊标签的零样本学习的全新框架。 • 一个语义挖掘模块通过实例-标签匹配检测噪声标签。 • 一个部分零样本损失减少噪声并对齐嵌入。
Keyword:
Zero-shot learning
Semantic mining
Label noise
Embedding alignment
Instance-label matching

期刊

Engineering Applications of Artificial Intelligence 封面图
Engineering Applications of Artificial Intelligence
IF:
8
论文数:
5.7K
被引数:
3.5W

机构

S
Shanghai Jiaotong University
学者数:
380
论文数: 190
被引数: 0
Q
qingdao university
学者数:
6.5K
论文数: 1.9K
被引数: 0
引用论文

引用论文

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