Publications

Adaptive High-Frequency Transformer for Diverse Wildlife Re-Identification

Chenyue Li⁺, Shuoyi Chen⁺, Mang Ye

European Conference on Computer Vision(ECCV), 2024

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We proposed a unified, generic high-frequency Transformer architecture to enhance applicability across various species, breaking through the existing species-specific methods, and evaluated the model on diverse wildlife datasets, where it achieved superior performance over state-of-the-art ReID methods.

Transformer for Object Re-Identification: A Survey

Mang Ye, Shuoyi Chen, Chenyue Li, Wei-Shi Zheng, David Crandall, Bo Du

International Journal of Computer Vision(IJCV)

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We review the development of the Re-ID field before the Transformer era, introduce Transformer in vision, and provide a detailed analysis of its numerous advantages

Scholarships and Honors

• National Scholarship (Award Rate: 0.2% nation-wide) 2024
• First Class Scholarship of Wuhan University (Award Rate: 5% school-wide) 2024
• Merit Student (Award Rate: 10% school-wide) 2024
• National First Prize (Team Leader) in the Chinese Collegiate Computing Competition (Award Rate: 5% nation-wide) 2024
• National Level College Students' Innovation and Entrepreneurship Training Program (Team Leader) 2024
• First Class Scholarship of Wuhan University (Award Rate: 5% school-wide) 2023
• Longfor Scholarship (Award Rate: 60/59774 = 0.1% school-wide) 2023
• Merit Student (Award Rate: 10% school-wide) 2023
• Outstanding Student (Award Rate: 30% school-wide) 2022
• Third Class Scholarship of Wuhan University (Award Rate: 30% school-wide) 2022