E. Ozyilkan, J. Ballé, E. Erkip, "Neural Distributed Compressor Discovers Binning", to appear at IEEE Journal on Selected Areas in Information Theory (JSAIT), part of the special issue on Toby Berger. preprint, IEEE early access.
E. Ozyilkan, E. Erkip "Distributed Compression in the Era of Machine Learning: A Review of Recent Advances", to appear at 58th Annual Conference on Information Sciences and Systems (CISS) as an invited paper, Princeton, March 2024. preprint.
S. F. Yilmaz, E. Ozyilkan, D. Gunduz, E. Erkip "Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information", to appear at IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), Stockholm, May 2024. preprint.
E. Ozyilkan, J. Ballé, E. Erkip, "Learned Wyner-Ziv Compressors Recover Binning", IEEE International Symposium on Information Theory (ISIT), Taipei, June 2023. paper, slides.
E. Ozyilkan*, M. Ulhaq*, H. Choi, F. Racapé, "Learned Disentangled Latent Representations for Scalable Image Coding for Humans and Machines", IEEE Data Compression Conference (DCC), Salt Lake City, March 2023. paper, slides.
N. Mital*, E. Ozyilkan*, A. Gargani*, D. Gunduz, "Neural Distributed Image Compression with Cross-Attention Feature Alignment", IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, January 2023. paper, slides, poster.
N. Mital*, E. Ozyilkan*, A. Gargani*, D. Gunduz, "Neural Distributed Image Compression using Common Information", IEEE Data Compression Conference (DCC), Salt Lake City, March 2022. paper, slides.
E. Tasci, E. Ozyilkan, O. K. Ulger, E. Erkip, "Robust Distributed Compression with Learned Heegard-Berger Scheme", to appear at IEEE International Symposium on Information Theory Workshops (ISIT Wkshps), Athens, July 2024. preprint.
E. Ozyilkan, J. Ballé, E. Erkip, "Neural Distributed Compressor Does Binning", Neural Compression Workshop @ ICML 2023, Honolulu, July 2023. Selected for 1 of 4 contributed talks. paper, slides, poster.
Ezgi Ozyilkan*, Fabrizio Carpi*, Siddharth Garg, Elza Erkip, "Neural Compress-and-Forward for the Relay Channel", conference submission under review. preprint.
"*" denotes equal contribution.