Theo Gevers

MorphPool: Efficient Non-linear Pooling & Unpooling in CNNs

2022 · UvA-DARE (University of Amsterdam)

Pooling is essentially an operation from the field of Mathematical Morphology, with max pooling as a limited special case. The more general setting of MorphPooling greatly extends the tool set for building neural networks. In …