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Low Bandwidth Video-Chat Compression using Deep Generative Models

Dec 01, 2020
Maxime Oquab, Pierre Stock, Oran Gafni, Daniel Haziza, Tao Xu, Peizhao Zhang, Onur Celebi, Yana Hasson, Patrick Labatut, Bobo Bose-Kolanu, Thibault Peyronel, Camille Couprie

* 11 pages 

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Tarsier: Evolving Noise Injection in Super-Resolution GANs

Sep 25, 2020
Baptiste Roziere, Nathanal Carraz Rakotonirina, Vlad Hosu, Andry Rasoanaivo, Hanhe Lin, Camille Couprie, Olivier Teytaud


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Impact of base dataset design on few-shot image classification

Jul 17, 2020
Othman Sbai, Camille Couprie, Mathieu Aubry

* 23 pages, 11 figures, to appear in ECCV 2020 

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Inspirational Adversarial Image Generation

Jun 17, 2019
Morgane Riviere, Olivier Teytaud, Jérémy Rapin, Yann LeCun, Camille Couprie


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Vector Image Generation by Learning Parametric Layer Decomposition

Dec 13, 2018
Othman Sbai, Camille Couprie, Mathieu Aubry

* 17 pages, 16 figures 

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GDPP: Learning Diverse Generations Using Determinantal Point Process

Dec 05, 2018
Mohamed Elfeki, Camille Couprie, Morgane Riviere, Mohamed Elhoseiny


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Predicting Future Instance Segmentation by Forecasting Convolutional Features

Oct 03, 2018
Pauline Luc, Camille Couprie, Yann LeCun, Jakob Verbeek


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DeSIGN: Design Inspiration from Generative Networks

Sep 14, 2018
Othman Sbai, Mohamed Elhoseiny, Antoine Bordes, Yann LeCun, Camille Couprie


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Deep Spatio-Temporal Random Fields for Efficient Video Segmentation

Jul 03, 2018
Siddhartha Chandra, Camille Couprie, Iasonas Kokkinos

* CVPR 2018 

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Predicting Deeper into the Future of Semantic Segmentation

Aug 08, 2017
Pauline Luc, Natalia Neverova, Camille Couprie, Jakob Verbeek, Yann LeCun

* Accepted to ICCV 2017. Supplementary material available on the authors' webpages 

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BARCHAN: Blob Alignment for Robust CHromatographic ANalysis

Feb 25, 2017
Camille Couprie, Laurent Duval, Maxime Moreaud, Sophie Hénon, Mélinda Tebib, Vincent Souchon

* Journal of Chromatography A, Volume 1484, February 2017, Pages 65-72 
* 15 pages, published in the Special issue for RIVA 2016, 40th International Symposium on Capillary Chromatography and 13th GCxGC Symposium 

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Semantic Segmentation using Adversarial Networks

Nov 25, 2016
Pauline Luc, Camille Couprie, Soumith Chintala, Jakob Verbeek

* NIPS Workshop on Adversarial Training, Dec 2016, Barcelona, Spain 

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Deep multi-scale video prediction beyond mean square error

Feb 26, 2016
Michael Mathieu, Camille Couprie, Yann LeCun


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Indoor Semantic Segmentation using depth information

Mar 14, 2013
Camille Couprie, Clément Farabet, Laurent Najman, Yann LeCun

* 8 pages, 3 figures 

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Causal graph-based video segmentation

Jan 08, 2013
Camille Couprie, Clément Farabet, Yann LeCun

* 6 pages, 5 figures 

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Scene Parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers

Jul 13, 2012
Clément Farabet, Camille Couprie, Laurent Najman, Yann LeCun

* 9 pages, 4 figures - Published in 29th International Conference on Machine Learning (ICML 2012), Jun 2012, Edinburgh, United Kingdom 

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Combinatorial Continuous Maximal Flows

Dec 28, 2011
Camille Couprie, Leo Grady, Hugues Talbot, Laurent Najman

* SIAM Journal on Imaging Sciences 4 (2011) 905-930 
* 26 pages 

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