Skip to content

Latest commit

 

History

History
45 lines (19 loc) · 3.98 KB

publications.md

File metadata and controls

45 lines (19 loc) · 3.98 KB
Raw

@def title = "Ezgi's Publications" @def tags = ["publications"]

Publications

Find my arXiv profile here.

Journal Papers

  • \uline{E. Ozyilkan*}, F. Carpi*, S. Garg, E. Erkip, "Learning-Based Compress-and-Forward Schemes for the Relay Channel", will appear at IEEE Journal on Selected Areas in Communications, part of the special issue on new approaches to data compression . preprint.

  • \uline{E. Ozyilkan}, J. Ballé, E. Erkip, "Neural Distributed Compressor Discovers Binning", IEEE Journal on Selected Areas in Information Theory (JSAIT), part of the special issue on Toby Berger. paper.

Conference Papers

  • \uline{E. Ozyilkan*}, F. Carpi*, S. Garg, E. Erkip, "Neural Compress-and-Forward for the Relay Channel", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Lucca, September 2024. paper, poster.

  • S. F. Yilmaz, \uline{E. Ozyilkan}, D. Gunduz, E. Erkip "Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information", IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), Stockholm, May 2024. paper.

  • \uline{E. Ozyilkan}, E. Erkip "Distributed Compression in the Era of Machine Learning: A Review of Recent Advances", 58th Annual Conference on Information Sciences and Systems (CISS) as an invited paper, Princeton, March 2024. paper.

  • \uline{E. Ozyilkan}, J. Ballé, E. Erkip, "Learned Wyner-Ziv Compressors Recover Binning", IEEE International Symposium on Information Theory (ISIT), Taipei, June 2023. paper, slides.

  • \uline{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*, \uline{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*, \uline{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.

Workshop Papers

  • E. Tasci, \uline{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. paper, poster.

  • \uline{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/spotlight talks. paper, slides, poster.

"*" denotes equal contribution.