1.4k citations · 3.5k across the 13 of their papers we have counts for
Showing cs.ITShow all
2 papers · 1 filter
cs.IT2023
Learned Wyner-Ziv Compressors Recover Binning
Ezgi Ozyilkan, Johannes Ballé, Elza Erkip
We consider lossy compression of an information source when the decoder has lossless access to a correlated one. This setup, also known as the Wyner-Ziv problem, is a special case…
cs.IT2016★ 5 cited
End-to-end optimization of nonlinear transform codes for perceptual quality
Johannes Ballé, Valero Laparra, Eero P. Simoncelli
We introduce a general framework for end-to-end optimization of the rate--distortion performance of nonlinear transform codes assuming scalar quantization. The framework can be use…