Chuan Fu — accepted AI-conference papers

2026

PGMamba: A Physical Model-Guided Global Mamba for Underwater Image Enhancement

Zijun Tan, Chuan Fu, Tan Guo, Zhixiong Nan, Pengzhan Zhou, Xinggan Peng +1

AAAI 2026technical

Underwater image enhancement (UIE) aims to address image degradation caused by water absorption and scattering effects. Despite significant progress in deep learning-based UIE methods, existing approaches still face key challenges due to the neglect of physical imaging principle. Moreover, while cur

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2024

Class-consistent Contrastive Learning Driven Cross-dimensional Transformer for 3D Medical Image Classification

Qikui Zhu, Chuan Fu, Shuo Li

IJCAI 2024poster

Transformer emerges as an active research topic in medical image analysis. Yet, three substantial challenges limit the effectiveness of both 2D and 3D Transformers in 3D medical image classification: 1) Challenge in capturing spatial structure correlation due to the unreasonable flattening operatio…

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