Grassmann--Plücker Parametrization of Convolutional Filter Subspaces: Regularity and Closed Embeddings

Hongyu Yuan, Huaiqing Zuo

We propose a geometric parametrization of the filters in a single convolutional layer: the parameter is no longer an ordered family of filter vectors, but a fixed-dimensional subsp…