9 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.IT2023★ 9 cited
Neural Distributed Compressor Discovers 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.CV2023★ 1 cited
Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information
Selim F. Yilmaz, Ezgi Ozyilkan, Deniz Gunduz +1
We consider low-latency image transmission over a noisy wireless channel when correlated side information is present only at the receiver side (the Wyner-Ziv scenario). In particul…
eess.IV2023★ 2 cited
Learned Disentangled Latent Representations for Scalable Image Coding for Humans and Machines
Ezgi Ozyilkan, Mateen Ulhaq, Hyomin Choi +1
As an increasing amount of image and video content will be analyzed by machines, there is demand for a new codec paradigm that is capable of compressing visual input primarily for…