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Continuous diffusion for categorical data


Nov 28, 2022
Sander Dieleman, Laurent Sartran, Arman Roshannai, Nikolay Savinov, Yaroslav Ganin, Pierre H. Richemond, Arnaud Doucet, Robin Strudel, Chris Dyer, Conor Durkan, Curtis Hawthorne, Rémi Leblond, Will Grathwohl, Jonas Adler

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* 26 pages, 8 figures 

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Self-conditioned Embedding Diffusion for Text Generation


Nov 08, 2022
Robin Strudel, Corentin Tallec, Florent Altché, Yilun Du, Yaroslav Ganin, Arthur Mensch, Will Grathwohl, Nikolay Savinov, Sander Dieleman, Laurent Sifre, Rémi Leblond

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* 15 pages 

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Step-unrolled Denoising Autoencoders for Text Generation


Dec 13, 2021
Nikolay Savinov, Junyoung Chung, Mikolaj Binkowski, Erich Elsen, Aaron van den Oord

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Imitating Interactive Intelligence


Jan 21, 2021
Josh Abramson, Arun Ahuja, Iain Barr, Arthur Brussee, Federico Carnevale, Mary Cassin, Rachita Chhaparia, Stephen Clark, Bogdan Damoc, Andrew Dudzik, Petko Georgiev, Aurelia Guy, Tim Harley, Felix Hill, Alden Hung, Zachary Kenton, Jessica Landon, Timothy Lillicrap, Kory Mathewson, Soňa Mokrá, Alistair Muldal, Adam Santoro, Nikolay Savinov, Vikrant Varma, Greg Wayne, Duncan Williams, Nathaniel Wong, Chen Yan, Rui Zhu

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Discrete Optimization of Ray Potentials for Semantic 3D Reconstruction


Jun 25, 2019
Nikolay Savinov, Lubor Ladicky, Christian Haene, Marc Pollefeys

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* Published at CVPR 2015 

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Episodic Curiosity through Reachability


Feb 22, 2019
Nikolay Savinov, Anton Raichuk, Raphaël Marinier, Damien Vincent, Marc Pollefeys, Timothy Lillicrap, Sylvain Gelly

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* Accepted to ICLR 2019. Code at https://github.com/google-research/episodic-curiosity/. Videos at https://sites.google.com/view/episodic-curiosity/ 

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RNN-based Generative Model for Fine-Grained Sketching


Jan 13, 2019
Andrin Jenal, Nikolay Savinov, Torsten Sattler, Gaurav Chaurasia

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* Includes supplemental material. Link to datasets to be added shortly 

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Conditional Affordance Learning for Driving in Urban Environments


Nov 03, 2018
Axel Sauer, Nikolay Savinov, Andreas Geiger

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* Accepted for Conference on Robot Learning (CoRL) 2018 

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Semi-parametric Topological Memory for Navigation


Mar 01, 2018
Nikolay Savinov, Alexey Dosovitskiy, Vladlen Koltun

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* Published at International Conference on Learning Representations (ICLR) 2018. Project website at https://sites.google.com/view/SPTM 

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