A Sparse Pyramid Pooling Strategy

In this paper, we introduce a more principled pooling strategy for theConvolutional Restricted Boltzmann Machine. In order to solve the informationloss problem of pooling operation and inspired by the idea of spatial pyramid, wereplace the probabilistic max-pooling with our sparse pyrami