Hong-Kai Xiong

Learned Universal Entropy Coding With Tensor Networks

Existing methods for universal entropy coding suffer from the dilemma between versatility to general data sources and ability in exploiting complex structured statistics. They usually rely on presumed structural and statistical assumptions to decompose joint probability distribution for tractable entropy modeling. To a...