Do Neural Networks Compress Manifolds Optimally?

Sourbh Bhadane, Aaron B. Wagner, Johannes Ballé

Artificial Neural-Network-based (ANN-based) lossy compressors have recently obtained striking results on several sources. Their success may be ascribed to an ability to identify th…