LT
Lucas Theis
stat.MLcs.CVcs.LGcs.ITmath.ITeess.IVstat.APModels, NeurologicalneuroscienceComputer Graphics
On Valency
published · living versionsW_j35cphqe·v1 · currentpublished
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
with Christian Ledig, Ferenc Huszar, Jose Caballero, Andrew Cunningham +6
1 version
Preprints & journals
39 papers in the corpus · 2010–2025Efficient Bayesian Inference from Noisy Pairwise Comparisons2510.09333v2 · Till Aczel, Lucas Theis, Roger Wattenhofer2025 · 0 citationsarXiv
Gaussian Channel Simulation with Rotated Dithered Quantization2407.12970v1 · Szymon Kobus, Lucas Theis, Deniz Gunduz2024 · 1 citationarXiv
What makes an image realistic?2403.04493v4 · Lucas Theis2024 · 2 citationsProceedings of the 41st International Conference on Machine Learning, 2024
C3: High-performance and low-complexity neural compression from a single image or video2312.02753v1 · Hyunjik Kim, Matthias Bauer, Lucas Theis et al.2023 · 54 citationsarXiv
The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric2310.05986v1 · Daniel Severo, Lucas Theis, Johannes Ball'e2023 · 0 citationsarXiv
Wasserstein Distortion: Unifying Fidelity and Realism2310.03629v2 · Yang Qiu, Aaron B. Wagner, Johannes Ball'e et al.2023 · 8 citationsarXiv
High-Fidelity Image Compression with Score-based Generative Models2305.18231v3 · Emiel Hoogeboom, Eirikur Agustsson, Fabian Mentzer et al.2023 · 15 citationsarXiv
Adaptive Greedy Rejection Sampling2304.10407v1 · Gergely Flamich, Lucas Theis2023 · 10 citationsarXiv
Lossy Compression with Gaussian Diffusion2206.08889v2 · Lucas Theis, Tim Salimans, Matthew D. Hoffman et al.2022 · 25 citationsarXiv
An Introduction to Neural Data Compression2202.06533v3 · Yibo Yang, Stephan Mandt, Lucas Theis2022 · 100 citationsarXiv
Optimal Compression of Locally Differentially Private Mechanisms2111.00092v2 · Abhin Shah, Wei-Ning Chen, Johannes Balle et al.2021 · 14 citationsarXiv
Algorithms for the Communication of Samples2110.12805v3 · Lucas Theis, Noureldin Yosri2021 · 15 citationsarXiv
A coding theorem for the rate-distortion-perception function2104.13662v1 · Lucas Theis, Aaron B. Wagner2021 · 28 citationsICLR 2021 Neural Compression Workshop
On the advantages of stochastic encoders2102.09270v2 · Lucas Theis, Eirikur Agustsson2021 · 19 citationsICLR 2021 Neural Compression Workshop
Universally Quantized Neural Compression2006.09952v2 · Eirikur Agustsson, Lucas Theis2020 · 63 citationsarXiv
Discriminative Topic Modeling with Logistic LDA1909.01436v2 · Iryna Korshunova, Hanchen Xiong, Mateusz Fedoryszak et al.2019 · 15 citationsAdvances in Neural Information Processing Systems 32, 2019
Addressing Delayed Feedback for Continuous Training with Neural Networks in CTR prediction1907.06558v2 · Sofia Ira Ktena, Alykhan Tejani, Lucas Theis et al.2019 · 57 citationsarXiv
HoloGAN: Unsupervised learning of 3D representations from natural images1904.01326v2 · Thu Nguyen-Phuoc, Chuan Li, Lucas Theis et al.2019 · 339 citationsarXiv
Adaptive Paired-Comparison Method for Subjective Video Quality Assessment on Mobile Devices1807.02175v1 · Katherine Storrs, Sebastiaan Van Leuven, Steve Kojder et al.2018 · 5 citationsPicture Coding Symposium, 2018
Community-based benchmarking improves spike rate inference from two-photon calcium imaging data.29782491 · Berens, Philipp, Freeman, Jeremy, Deneux, Thomas et al.2018 · 176 citationsPLoS computational biology. 2018;14(5):e1006157
Faster gaze prediction with dense networks and Fisher pruning1801.05787v2 · Lucas Theis, Iryna Korshunova, Alykhan Tejani et al.2018 · 119 citationsarXiv
Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize1707.02937v1 · Andrew Aitken, Christian Ledig, Lucas Theis et al.2017 · 137 citationsarXiv
Lossy Image Compression with Compressive Autoencoders1703.00395v1 · Lucas Theis, Wenzhe Shi, Andrew Cunningham et al.2017 · 580 citationsarXiv
Fast Face-swap Using Convolutional Neural Networks1611.09577v2 · Iryna Korshunova, Wenzhe Shi, Joni Dambre et al.2016 · 507 citationsarXiv
Amortised MAP Inference for Image Super-resolution1610.04490v3 · Casper Kaae S\onderby, Jose Caballero, Lucas Theis et al.2016 · 302 citationsarXiv
Is the deconvolution layer the same as a convolutional layer?1609.07009v1 · Wenzhe Shi, Jose Caballero, Lucas Theis et al.2016 · 113 citationsarXiv
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network1609.04802v5 · Christian Ledig, Lucas Theis, Ferenc Huszar et al.2016 · 13,045 citationsarXivon Valency
Benchmarking Spike Rate Inference in Population Calcium Imaging.27151639 · Theis, Lucas, Berens, Philipp, Froudarakis, Emmanouil et al.2017 · 196 citationsNeuron. 2016;90(3):471-82
A note on the evaluation of generative models1511.01844v3 · Lucas Theis, Aaron van den Oord, Matthias Bethge2015 · 701 citationsarXiv
Generative Image Modeling Using Spatial LSTMs1506.03478v2 · Lucas Theis, Matthias Bethge2015 · 151 citationsarXiv
A trust-region method for stochastic variational inference with applications to streaming data1505.07649v1 · Lucas Theis, Matthew D. Hoffman2015 · 19 citationsarXiv
A Generative Model of Natural Texture Surrogates1505.07672v1 · Niklas Ludtke, Debapriya Das, Lucas Theis et al.2015 · 1 citationarXiv
Supervised learning sets benchmark for robust spike detection from calcium imaging signals1503.00135v1 · Lucas Theis, Philipp Berens, Emmanouil Froudarakis et al.2015 · 9 citationsarXiv
Supervised learning sets benchmark for robust spike rate inference from calcium imaging signals10.1101/010777v3 · Lucas Theis, Philipp Berens, Emmanouil Froudarakis et al.2014 · 8 citationsbioRxiv
Inference and Mixture Modeling with the Elliptical Gamma Distribution1410.4812v2 · Reshad Hosseini, Suvrit Sra, Lucas Theis et al.2014 · 4 citationsComputational Statistics & Data Analysis 2016, Vol. 101, 29-43
Functional analysis of ultra high information rates conveyed by rat vibrissal primary afferents.24367295 · Chagas, André M, Theis, Lucas, Sengupta, Biswa et al.2014 · 83 citationsFrontiers in neural circuits. 2013;7:190
Beyond GLMs: a generative mixture modeling approach to neural system identification.24278006 · Theis, Lucas, Chagas, Andrè Maia, Arnstein, Daniel et al.2014 · 50 citationsPLoS computational biology. 2013;9(11):e1003356
Mixtures of conditional Gaussian scale mixtures applied to multiscale image representations.22859943 · Theis, Lucas, Hosseini, Reshad, Bethge, Matthias2013 · 33 citationsPloS one. 2012;7(7):e39857
In All Likelihood, Deep Belief Is Not Enough1011.6086v1 · Lucas Theis, Sebastian Gerwinn, Fabian Sinz et al.2010 · 27 citationsJournal of Machine Learning Research 12, 3071-3096, 2011
Career total: 64 works. 39 are in this corpus.
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