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Open access Sep 2026

AMR-VMamba: Fine-Grained Image Classification with Adaptive Multi-Level Refinement and Multi-Query Discriminative Pooling

Fine-grained visual classification (FGVC) requires models to distinguish subtle inter-class differences while remaining robust to substantial intra-class variations in pose and background. Hierarchical visual backbones improve semantic abstraction but progressively compress local textures and part boundaries, while glo...

Yi-Yan Huang, Lei Yang, Zi-Hao Li · 0 citations

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