Kasidis Arunruangsirilert

Wavefront Parallelization for Efficient Learned Image Compression

Shimon Murai, Fangzheng Lin, Kasidis Arunruangsirilert, Jiro Katto

Autoregressive context models are foundational for learned image compression,but they suffer from slow serial inference. Existing acceleration methods such as checkerboard context require architectural changes and retraining, thus are inapplicable to pre-trained models. We propos…Read more