Deep Learning, Artificial Intelligence, Image Classification, Attention Mechanism, Senet.
its k neighbors, i.e.: By sharing the parameters, indeed, it is a 1D convolution (C1D): ECA module with k=3 achieves similar results with SE-var3 while having much lower model complexity. 2.2. Adaptive Kernel Size The coverage of interaction (i.e., kernel size k of 1D convolution) is proportional