WMFA-AT: Adaptive Teacher with Weighted Multi-Layer Feature Alignment for Cross-Domain UAV Object Detection

Unmanned Aerial Vehicle (UAV) object detection has witnessed rapid progress in recent years. However, its heavy reliance on labeled data and the assumption of consistent data distributions between training and deployment domains limit its generalization ability, leading to significant performance de...

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Bibliographic Details

Main Authors:	Gui Cheng, Hao Yang, Yan Tian, Meilin Xie, Chaoya Dang, Qing Ding, Xubin Feng
Format:	Artigo
Language:	Inglês
Published:	MDPI AG 2025-11-01
Series:	Remote Sensing
Subjects:	UAV cross-domain object detection teacher-student mutual learning weighted multi-layer feature alignment
Online Access:	https://www.mdpi.com/2072-4292/17/23/3854
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