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Independent-interactive Knowledge Learning for Multi-source Domain Adaptive Object Detection

delete2025-08-21
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PRE
AI
Y
You Ma
L
Lin Chai *
X
Xiangxiang Zhang
Y
Yuhan Wang
DOI:10.1016/j.inffus.2025.103642delete
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摘要

摘要

En 中文
• 提出了一种新颖的多源域自适应目标检测方法。 • 采用双注意力特征对齐来缓解负迁移。 • 类关系匹配增强了特征的可区分性。 • 在四个任务上的实验验证了所提出方法的优越性。
Keyword:
multi-source domain adaptation
object detection
dual attention feature alignment
class relationship matching
negative transfer mitigation

期刊

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Information Fusion
IF:
15.5
论文数:
4.2K
被引数:
2.7W

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