22 citations · 22 across the 2 of their papers we have counts for
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cs.IT2020
Neural Networks Optimally Compress the Sawbridge
Aaron B. Wagner, Johannes Ballé
Neural-network-based compressors have proven to be remarkably effective at compressing sources, such as images, that are nominally high-dimensional but presumed to be concentrated…
cs.IT2020
Nonlinear Transform Coding
Johannes Ballé, Philip A. Chou, David Minnen +5
We review a class of methods that can be collected under the name nonlinear transform coding (NTC), which over the past few years have become competitive with the best linear trans…