To explain how a convolutional neural network (CNN) processes an image, it is common to generate classification activation maps (CAMs) to reveal image areas that are relevant to output. Nevertheless, ...
Abstract: Previous works have shown that due to its high-order accuracy with exponential convergence, the spectral integral method (SIM) significantly outperforms the traditional surface integral ...
This is an official PyTorch implementation of "OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels". Top-down attention plays a crucial role in the human vision ...
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