Nick Johnston

Variational image compression with a scale hyperprior

Johannes Ballé, David Minnen, Saurabh Singh et al. · arXiv (Cornell University) · 2018 · 1.1K citations · Full text

Lossy Compression, Image Analysis, Machine Learning +15

Variational image compression with a scale hyperprior

Johannes Ballé, David Minnen, Saurabh Singh et al. · arXiv (Cornell University) · 2018 · 859 citations · Full text

Lossy Compression, Image Analysis, Machine Learning +15

Im2Calories: Towards an Automated Mobile Vision Food Diary

Austin Myers, Nick Johnston, Vivek Rathod et al. · 2015 · 485 citations

Food Choice, Nutrition, Mobile Sensing +12

Improved Lossy Image Compression with Priming and Spatially Adaptive Bit Rates for Recurrent Networks

Nick Johnston, Damien Vincent, David Minnen et al. · 2018 · 363 citations

Lossy Compression, Convolutional Neural Network, Engineering +18

Scale-Space Flow for End-to-End Optimized Video Compression

Eirikur Agustsson, David Minnen, Nick Johnston et al. · 2020 · 279 citations

Lossy Compression, Engineering, Machine Learning +16