Abstract: Existing image compression methods tend to suffer from texture distortion, structural blurring, and loss of semantic details at ultra-low bitrates. To address these issues, this paper ...

Abstract: Neural lossless image compression methods have recently achieved impressive compression ratios by fitting neural networks to represent data distributions of large datasets. However, these ...