Notably, the latency vector of the autoencoder is replaced with the projection vector for supervised reconstruction. An ablation study confirms the effectiveness of the proposed supervised ...

Abstract: We investigate the multiple-input multiple-output (MIMO) transceiver design using a weighted mean-square-error (MSE) minimization approach. A novel weighted ...

This is an autoencoder with cylic loss and coding parsing loss for image compression and reconstruction. Network backbone is simple 3-layer fully conv (encoder) and symmetrical for decoder. Finally it ...