Pooling Operations

Soft Pooling

Introduced by Stergiou et al. in Refining activation downsampling with SoftPool

SoftPool: a fast and efficient method that sums exponentially weighted activations. Compared to a range of other pooling methods, SoftPool retains more information in the downsampled activation maps. More refined downsampling leads to better classification accuracy.

Source: Refining activation downsampling with SoftPool


Paper Code Results Date Stars


Task Papers Share
Image Forensics 1 50.00%
Action Recognition 1 50.00%


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