Generating Faces with Deconvolution Networks
I wonder if you could use this to do extremely low bandwidth video conferencing. Send a network configuration at connect time (relatively expensive) but for each frame, send the convolution network parameters, and deconvolve at the receiving side. Presumably this would result in far less data over time than sending the whole image. Sort of face-specific compression.