A selective replacement of convolutional layers by depthwise separable convolutions in JSCC systems cuts parameters substantially while keeping reconstruction performance nearly intact for wireless image transmission.
Lightweight and robust wireless semant ic communi- cations,
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Selective Depthwise Separable Convolution for Lightweight Joint Source-Channel Coding in Wireless Image Transmission
A selective replacement of convolutional layers by depthwise separable convolutions in JSCC systems cuts parameters substantially while keeping reconstruction performance nearly intact for wireless image transmission.