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Author

Meng-Chu Zhou

2 papers indexed here

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2026

Toward Reliable Autonomous Systems in Fog: A Multi-Task Learning Framework for Joint Image Restoration and Object Detection

Foggy weather poses a significant challenge for object detection in autonomous vehicles due to degraded visibility. To improve the visual quality, existing methods make efforts to jointly learn image restoration and object detection tasks. However, training a restoration subnet requires pixel-corresponding image pairs,...

Zheng-Cai Cao, J. Niu, Chi Zhang et al. · 0 citations
Aug 2026

Multi-Label Causal Feature Selection Based on Unary Approximate Markov Blankets

Multi-label feature selection (FS) plays a vital role in multi-label learning as properly selected features can be used to substantively improve classification performance and reduce training time of a classifier. Existing multi-label FS methods primarily rely on the correlations among variables but neglect causality,...

Quan-Wang Wu, Shan-Wei Wang, Meng-Chu Zhou et al. · 0 citations

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