Inspired by the progress in single image restoration (denoising) using deep learning, the authors propose a deep learning based approach which leverages an encoder-decoder architecture and recurrent ...

Probably the most important bit is that both the encoder and decoder comply with "the original JPEG standard and its most conventional 8-bit formalism".