Hyperbolic Convolution via Kernel Point Aggregation

1 code implementation • 15 Jun 2023 • Eric Qu, Dongmian Zou

HKConv not only expressively learns local features according to the hyperbolic geometry, but also enjoys equivariance to permutation of hyperbolic points and invariance to parallel transport of a local neighborhood.

Autoencoding Hyperbolic Representation for Adversarial Generation

no code implementations • 30 Jan 2022 • Eric Qu, Dongmian Zou

We call this network the hyperbolic AE-GAN, or HAEGAN for short.

Decoder Generative Adversarial Network