Hierarchical Graph Feature Enhancement with Adaptive Frequency Modulation for Visual Recognition

Feiyue Zhao, Zhichao Zhang

Convolutional neural networks (CNNs) have demonstrated strong performance in visual recognition tasks, but their inherent reliance on regular grid structures limits their capacity…