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Author

Zhihao Zou

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Conference Jul 2026

Research on traffic sign image recognition and classification methods based on CNN

A light-weight multi-scale attention convolutional neural network that has strong robustness under conditions such as poor lighting, raindrops, haze, occlusion, and faraway small targets, with moderate model size, computing power consumption, and inference speed is introduced.

Zhihao Zou · 0 citations
Open access Aug 2026

Joint MLP and Token Pruning for Personalizing Vision Transformers

This paper proposes a class-aware joint pruning framework for ViTs, which collaboratively compresses the model from two orthogonal dimensions: MLP neurons and visual tokens, and proposes a Class-Guided Token Selection method, which dynamically selects patch tokens that are semantically highly relevant to the target cla...

Zhi-Yue Li, Tong Liu, Feng Huang et al. · 0 citations

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