Thomas Maugey

Discovering shared interpretable operations in image compression autoencoders

Caroline Mazini Rodrigues, Nicolas Keriven, Thomas Maugey

With the increasing adoption of deep learning for applications such as image compression, improvements in the rate-distortion trade-off have been achieved at the cost of increasingly larger and more opaque ''black-box'' models. Autoencoders are among the most widely used architec…Read more