In this paper, a novel learned image compression framework is proposed. Firstly, the asymmetric convolution block (ACB) is integrated into the variational auto-encoder framework, which can increase ...

Each time scale produces two subsequences through successive down-sampling. (b) The Parallel Fusion Convolution Block processes these subsequences with distinct convolutional filters to extract both ...