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Abstract: Recently learned image compression methods have achieved better rate-distortion performance than traditional non-learning image compression standards. Some previous image compression methods ...

Abstract: The emerging Learned Compression (LC) replaces the traditional codec modules with Deep Neural Networks (DNN), which are trained end-to-end for rate-distortion performance. This approach is ...