Geometric Mean Pooling for Equal-Weight Multiplicative Coarse-Graining

Ang-Kun Wu, Fangdi Wen, Jingtao Zhang

As an alternative to the additive and extremal biases of average and max pooling, we introduce Geometric Mean Pooling (GMP), a signed pooling operator that combines the product of…