PLLay: Efficient Topological Layer based on Persistence Landscapes

Kwangho Kim, Jisu Kim, Manzil Zaheer +3

We propose PLLay, a novel topological layer for general deep learning models based on persistence landscapes, in which we can efficiently exploit the underlying topological feature…