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Zhen-Hua Yu

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Preprint Oct 2026

JMT-YOLO: Multi-task Domain Adaptation via Segmentation-Guided Consistency Learning

Domain adaptive object detection (DAOD) aims to reduce performance degradation due to distribution shifts between training (source) and testing (target) datasets. However, owing to insufficient modeling of fine-grained features and limited instance-level alignment, existing approaches become less effective under comple...

Zhen-Hua Yu, Jia-Hao Zhang, Wen-Chao Zhang et al. · 0 citations
Review Aug 2026

Image Inpainting in 30 Years: A Survey

This survey systematically categorizes the 30‐year evolution of image inpainting into three distinct technological generations: traditional prior‐driven synthesis, deep learning data‐driven reconstruction and modern foundation model‐driven generation, providing a definitive reference for future theoretical and engineer...

Zhenhua Yu, Heng-Xiang Zhao, Wen-Chao Zhang et al. · 0 citations

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