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Author

Meng Wang

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Open access Oct 2026

Dynamic Interpolation for Training-Time Prediction Reshaping in Low-Light Image Enhancement

Low-light image enhancement (LLIE) is an important image/video processing problem for reliable visual systems under poor illumination, yet it remains challenging due to the strong coupling among insufficient illumination, noise amplification, and structural degradation. Existing methods typically rely on sophisticated...

Pei-Rui Zhu, Shi-Jie Hao, Jing-Xi Liao et al. · 0 citations
Jul 2026

HDG-CLIP: Hierarchical Dual-Granularity Vision-Semantic Alignment for Open-Vocabulary Multi-Label Image Classification

Open-Vocabulary Multi-Label Image Classification (OV-MLIC) is an emerging task in computer vision aimed at recognizing unseen categories in real-world scenarios, leveraging Vision and Language Pre-training (VLP) models like CLIP. However, existing methods overlook the impact of category coupling and scale variation on...

Bei-Yan Liu, Sheng Huang, Bo Liu et al. · 0 citations

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