@inproceedings{Theis2024a,
  author = "L. Theis",
  title = "What makes an image realistic?",
  year = 2024,
  booktitle = "Proceedings of the 41st International Conference on Machine Learning",
  keywords = "perceptual quality, realism, compression, generative modeling, outlier detection",
  url = "https://arxiv.org/abs/2403.04493"
}


@inproceedings{Kim2023a,
  author = "H. Kim and M. Bauer and L. Theis and J. R. Schwarz and E. Dupont",
  title = "C3: High-performance and low-complexity neural compression from a single image or video",
  year = 2024,
  booktitle = "Computer Vision and Pattern Recognition",
  keywords = "compression",
  url = "https://arxiv.org/abs/2312.02753"
}


@unpublished{Hoogeboom2023a,
  author = "E. Hoogeboom and E. Agustsson and F. Mentzer and L. Versari and G. Toderici and L. Theis",
  title = "High-Fidelity Image Compression with Score-based Generative Models",
  year = 2023,
  keywords = "compression, diffusion, rectified flow",
  url = "https://arxiv.org/abs/2305.18231",
  note = "arXiv:2305.18231"
}


@inproceedings{Flamich2023a,
  author = "G. Flamich and L. Theis",
  title = "Adaptive Greedy Rejection Sampling",
  year = 2023,
  booktitle = "IEEE International Symposium on Information Theory",
  keywords = "channel simulation, compression, information theory",
  url = "https://arxiv.org/abs/2304.10407"
}


@article{Yang2023a,
  author = "Y. Yang and S. Mandt and L. Theis",
  title = "An Introduction to Neural Data Compression",
  year = 2023,
  journal = "Foundations and Trends in Computer Graphics and Vision",
  volume = 15,
  number = 2,
  pages = "113-200",
  keywords = "compression",
  url = "http://dx.doi.org/10.1561/0600000107"
}


@unpublished{Theis2022b,
  author = "L. Theis and T. Salimans and M. D. Hoffman and F. Mentzer",
  title = "Lossy Compression with Gaussian Diffusion",
  year = 2022,
  keywords = "compression, diffusion, channel simulation",
  url = "https://arxiv.org/abs/2206.08889",
  note = "arXiv:2206.08889"
}


@inproceedings{Shah2021a,
  author = "A. Shah and W.-N. Chen and J. Balle and P. Kairouz and L. Theis",
  title = "Optimal Compression of Locally Differentially Private Mechanisms",
  year = 2022,
  booktitle = "Artificial Intelligence and Statistics",
  keywords = "differential privacy, compression, channel simulation",
  url = "https://arxiv.org/abs/2111.00092"
}


@inproceedings{theis2022algorithms,
  author = "L. Theis and N. Yosri",
  title = "Algorithms for the Communication of Samples",
  year = 2022,
  booktitle = "Proceedings of the 39th International Conference on Machine Learning",
  keywords = "compression, information theory, channel simulation",
  url = "https://arxiv.org/abs/2110.12805"
}


@inproceedings{Theis2021c,
  author = "L. Theis and J. Ho",
  title = "Importance weighted compression",
  year = 2021,
  booktitle = "Neural Compression Workshop at ICLR",
  keywords = "compression, deep learning, bits back",
  url = "https://openreview.net/forum?id=n6skss_9-v3"
}


@inproceedings{Theis2021b,
  author = "L. Theis and A. B. Wagner",
  title = "A coding theorem for the rate-distortion-perception function",
  year = 2021,
  booktitle = "Neural Compression Workshop at ICLR",
  keywords = "compression, information theory, perceptual quality",
  url = "https://arxiv.org/abs/2104.13662"
}


@inproceedings{Theis2021a,
  author = "L. Theis and E. Agustsson",
  title = "On the advantages of stochastic encoders",
  year = 2021,
  booktitle = "Neural Compression Workshop at ICLR",
  keywords = "compression, information theory",
  url = "https://arxiv.org/abs/2102.09270"
}


@inproceedings{Agustsson2020a,
  author = "E. Agustsson and L. Theis",
  title = "Universally Quantized Neural Compression",
  year = 2020,
  booktitle = "Advances in Neural Information Processing Systems 33",
  keywords = "compression, deep learning, channel simulation",
  url = "https://arxiv.org/abs/2006.09952"
}


@inproceedings{Storrs2018a,
  author = "K. Storrs and S. V. Leuven and S. Kojder and L. Theis and F. Huszár",
  title = "Adaptive Paired-Comparison Method for Subjective Video Quality Assessment on Mobile Devices",
  year = 2018,
  booktitle = "Picture Coding Symposium",
  keywords = "compression, perceptual quality, psychophysics",
  url = "https://arxiv.org/abs/1807.02175"
}


@inproceedings{Theis2017a,
  author = "L. Theis and W. Shi and A. Cunningham and F. Huszár",
  title = "Lossy Image Compression with Compressive Autoencoders",
  year = 2017,
  booktitle = "International Conference on Learning Representations",
  keywords = "compression, deep learning",
  url = "https://openreview.net/pdf?id=rJiNwv9gg"
}