Deep Learning, Artificial Intelligence, Image Classification, Attention Mechanism, Senet.
block with group convolutions (SE-GC) and it is indicated by σ(GCG(y))=σ(WGy). Yet, excessive group convolutions will increase memory access cost and so decrease computational efficiency. SE-GC with varying groups have bring no gains, as shown in the above table. This might be due to the fact that