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Neural distributed image compression using common information
N Mital*, E Özyılkan*, A Garjani*, D Gündüz
2022 Data Compression Conference (DCC), 182-191, 2022
24*2022
Neural distributed image compression with cross-attention feature alignment
N Mital*, E Özyilkan*, A Garjani*, D Gündüz
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
212023
Learned Wyner-Ziv Compressors Recover Binning
E Ozyilkan, J Ballé, E Erkip
2023 IEEE International Symposium on Information Theory, 2023
132023
Neural distributed compressor discovers binning
E Ozyilkan, J Ballé, E Erkip
IEEE Journal on Selected Areas in Information Theory, 2024
82024
Learned disentangled latent representations for scalable image coding for humans and machines
E Özyılkan*, M Ulhaq*, H Choi, F Racapé
2023 Data Compression Conference (DCC), 42-51, 2023
72023
Neural Distributed Compressor Does Binning
E Ozyilkan, J Ballé, E Erkip
ICML 2023 Workshop Neural Compression: From Information Theory to Applications, 2023
62023
Distributed compression in the era of machine learning: A review of recent advances
E Özyılkan, E Erkip
2024 58th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2024
52024
Distributed deep joint source-channel coding with decoder-only side information
SF Yilmaz, E Ozyilkan, D Gündüz, E Erkip
2024 IEEE International Conference on Machine Learning for Communication and …, 2024
32024
Neural Compress-and-Forward for the Relay Channel
E Özyılkan, F Carpi, S Garg, E Erkip
2024 IEEE 25th International Workshop on Signal Processing Advances in …, 2024
1*2024
Robust Distributed Compression with Learned Heegard–Berger Scheme
E Taşçı, E Özyılkan, OK Ülger, E Erkip
2024 IEEE International Symposium on Information Theory Workshops (ISIT-W), 1-6, 2024
1*2024
Learning-Based Compress-and-Forward Schemes for the Relay Channel
E Ozyilkan, F Carpi, S Garg, E Erkip
arXiv preprint arXiv:2405.09534, 2024
12024
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