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Efficient Learned Image Compression without Entropy Coding

Published • May 22, 2026
Authors:
Hao Cao
,
Wenqi Guo
,
Zhijin Qin

Abstract

Entropy coding is widely used in typical learned image compression (LIC) that converts latents into a compact bitstream. However, entropy coding is typically sequential and becomes the coding latency bottleneck. To overcome it, we present Entropy-Coding Free Learned Image Compression (EF-LIC), a mul...

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