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E. Ozyilkan*, F. Carpi*, S. Garg, E. Erkip, "Learning-Based Compress-and-Forward Schemes for the Relay Channel", to appear at IEEE Journal on Selected Areas in Communications, part of the special issue on new approaches to data compression . paper.
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.
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.
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. Ozyilkan, J. Ballé, S. Bhadane, A. B. Wagner, E. Erkip, "Breaking Smoothness: The Struggles of Neural Compressors with Discontinuous Mappings", Compression and Machine Learning Workshop @ NeurIPS 2024, Vancouver, December 2024. paper.
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.