Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models

Matthew J. Muckley, Alaaeldin El-Nouby, Karen Ullrich +2

Lossy image compression aims to represent images in as few bits as possible while maintaining fidelity to the original. Theoretical results indicate that optimizing distortion metr…