26 citations · 62 across the 6 of their papers we have counts for
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eess.IV2022★ 1 cited
The Need for Medically Aware Video Compression in Gastroenterology
Joel Shor, Nick Johnston
Compression is essential to storing and transmitting medical videos, but the effect of compression on downstream medical tasks is often ignored. Furthermore, systems in practice re…
eess.IV2019★ 22 cited
Computationally Efficient Neural Image Compression
Nick Johnston, Elad Eban, Ariel Gordon +1
Image compression using neural networks have reached or exceeded non-neural methods (such as JPEG, WebP, BPG). While these networks are state of the art in ratedistortion performan…
eess.IV2018
Variational image compression with a scale hyperprior
Johannes Ballé, David Minnen, Saurabh Singh +2
We describe an end-to-end trainable model for image compression based on variational autoencoders. The model incorporates a hyperprior to effectively capture spatial dependencies i…