Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds)

Fabian Groh, Patrick Wieschollek, Hendrik P. A. Lensch

Traditional convolution layers are specifically designed to exploit the natural data representation of images -- a fixed and regular grid. However, unstructured data like 3D point…