An Empirical Analysis of Recurrent Learning Algorithms In Neural Lossy Image Compression Systems

Ankur Mali, Alexander Ororbia, Daniel Kifer +1

Recent advances in deep learning have resulted in image compression algorithms that outperform JPEG and JPEG 2000 on the standard Kodak benchmark. However, they are slow to train (…