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DuctTake: Spatiotemporal Video Compositing


Jan 12, 2021
Jan Rueegg, Oliver Wang, Aljoscha Smolic, Markus Gross


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Blind Image Restoration with Flow Based Priors


Sep 09, 2020
Leonhard Helminger, Michael Bernasconi, Abdelaziz Djelouah, Markus Gross, Christopher Schroers


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Lossy Image Compression with Normalizing Flows


Aug 24, 2020
Leonhard Helminger, Abdelaziz Djelouah, Markus Gross, Christopher Schroers


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Enriching Video Captions With Contextual Text


Jul 29, 2020
Philipp Rimle, Pelin Dogan, Markus Gross

* Accepted at ICPR 2020 

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Shapley Value as Principled Metric for Structured Network Pruning


Jun 02, 2020
Marco Ancona, Cengiz Öztireli, Markus Gross


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Lagrangian Neural Style Transfer for Fluids


May 02, 2020
Byungsoo Kim, Vinicius C. Azevedo, Markus Gross, Barbara Solenthaler

* ACM Trans. Graph. 39, 4, Article 1 (July 2020), 10 pages 
* ACM Transaction on Graphics (SIGGRAPH 2020), additional materials: http://www.byungsoo.me/project/lnst/index.html 

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Transport-Based Neural Style Transfer for Smoke Simulations


May 17, 2019
Byungsoo Kim, Vinicius C. Azevedo, Markus Gross, Barbara Solenthaler

* additional materials: http://www.byungsoo.me/project/neural-flow-style 

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Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Values Approximation


Apr 12, 2019
Marco Ancona, Cengiz Öztireli, Markus Gross


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Generating Animations from Screenplays


Apr 10, 2019
Yeyao Zhang, Eleftheria Tsipidi, Sasha Schriber, Mubbasir Kapadia, Markus Gross, Ashutosh Modi

* 9+1+6 Pages, Accepted at StarSEM 2019 

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Neural Sequential Phrase Grounding (SeqGROUND)


Mar 18, 2019
Pelin Dogan, Leonid Sigal, Markus Gross

* Accepted at CVPR 2019 

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Disentangled Dynamic Representations from Unordered Data


Dec 10, 2018
Leonhard Helminger, Abdelaziz Djelouah, Markus Gross, Romann M. Weber

* Symposium on Advances in Approximate Bayesian Inference, 2018 

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Neural Importance Sampling


Sep 27, 2018
Thomas Müller, Brian McWilliams, Fabrice Rousselle, Markus Gross, Jan Novák

* 16 pages, 12 figures. Submitted to ACM Trans. Graph 

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Deep Video Color Propagation


Aug 09, 2018
Simone Meyer, Victor Cornillère, Abdelaziz Djelouah, Christopher Schroers, Markus Gross

* BMVC 2018 

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Deep Fluids: A Generative Network for Parameterized Fluid Simulations


Jun 06, 2018
Byungsoo Kim, Vinicius C. Azevedo, Nils Thuerey, Theodore Kim, Markus Gross, Barbara Solenthaler

* submitted to SIGGRAPH Asia 2018, additional materials: http://www.byungsoo.me/project/deep-fluids/ 

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A Neural Multi-sequence Alignment TeCHnique (NeuMATCH)


Apr 09, 2018
Pelin Dogan, Boyang Li, Leonid Sigal, Markus Gross

* Accepted at CVPR 2018 (Spotlight). arXiv file includes the paper and the supplemental material 

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PhaseNet for Video Frame Interpolation


Apr 03, 2018
Simone Meyer, Abdelaziz Djelouah, Brian McWilliams, Alexander Sorkine-Hornung, Markus Gross, Christopher Schroers

* CVPR 2018 

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Towards better understanding of gradient-based attribution methods for Deep Neural Networks


Mar 07, 2018
Marco Ancona, Enea Ceolini, Cengiz Öztireli, Markus Gross

* ICLR 2018 

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Deep Scattering: Rendering Atmospheric Clouds with Radiance-Predicting Neural Networks


Sep 15, 2017
Simon Kallweit, Thomas Müller, Brian McWilliams, Markus Gross, Jan Novák

* ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2017) 

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