Cross-Domain Lossy Compression via Rate- and Classification-Constrained Optimal Transport

TL;DR

We study cross-domain lossy compression via constrained optimal transport with rate and classification constraints, derive closed-form tradeoffs, extend to perception divergences, and validate with deep restoration and inpainting experiments.

Opening excerpt from the authors’ abstract. source