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 ...

Abstract: Motivated by the cross-modal information processing mechanism of human brain, vertebrates, and invertebrates, we propose a multiple-input–multiple-output (MIMO) variational autoencoder ...