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Lucas Theis

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C3: High-performance and low-complexity neural compression from a single image or video

Dec 05, 2023
Hyunjik Kim, Matthias Bauer, Lucas Theis, Jonathan Richard Schwarz, Emilien Dupont

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The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric

Oct 06, 2023
Daniel Severo, Lucas Theis, Johannes Ballé

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Wasserstein Distortion: Unifying Fidelity and Realism

Oct 05, 2023
Yang Qiu, Aaron B. Wagner, Johannes Ballé, Lucas Theis

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High-Fidelity Image Compression with Score-based Generative Models

May 26, 2023
Emiel Hoogeboom, Eirikur Agustsson, Fabian Mentzer, Luca Versari, George Toderici, Lucas Theis

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Lossy Compression with Gaussian Diffusion

Jun 17, 2022
Lucas Theis, Tim Salimans, Matthew D. Hoffman, Fabian Mentzer

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An Introduction to Neural Data Compression

Feb 14, 2022
Yibo Yang, Stephan Mandt, Lucas Theis

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Optimal Compression of Locally Differentially Private Mechanisms

Oct 29, 2021
Abhin Shah, Wei-Ning Chen, Johannes Balle, Peter Kairouz, Lucas Theis

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Algorithms for the Communication of Samples

Oct 26, 2021
Lucas Theis, Noureldin Yosri

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A coding theorem for the rate-distortion-perception function

Apr 28, 2021
Lucas Theis, Aaron B. Wagner

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On the advantages of stochastic encoders

Feb 18, 2021
Lucas Theis, Eirikur Agustsson

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