you could figure out how a particular scene looks like from any other viewpoint and therefore reconstruct the entire room or entire environment completely through this kind of a synthesis model that has rational inference so we have practically used in these kind of architectures and there are lots of advantages of EA's you get a compressed bottleneck representation you can get approximate density estimates you can interpolate and visualize what the model learns you can potentially get disentangle representations where