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XCiT: Cross-Covariance Image Transformers


Jun 18, 2021
Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jegou


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Discovering Relationships between Object Categories via Universal Canonical Maps


Jun 17, 2021
Natalia Neverova, Artsiom Sanakoyeu, Patrick Labatut, David Novotny, Andrea Vedaldi

* Accepted at CVPR 2021; Project page: https://gdude.de/discovering-3d-obj-rel 

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NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go


Jun 17, 2021
Marvin Eisenberger, David Novotny, Gael Kerchenbaum, Patrick Labatut, Natalia Neverova, Daniel Cremers, Andrea Vedaldi

* Published at the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2021 

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Cross-Modal Retrieval Augmentation for Multi-Modal Classification


Apr 16, 2021
Shir Gur, Natalia Neverova, Chris Stauffer, Ser-Nam Lim, Douwe Kiela, Austin Reiter


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Training Vision Transformers for Image Retrieval


Feb 10, 2021
Alaaeldin El-Nouby, Natalia Neverova, Ivan Laptev, Hervé Jégou


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Continuous Surface Embeddings


Nov 24, 2020
Natalia Neverova, David Novotny, Vasil Khalidov, Marc Szafraniec, Patrick Labatut, Andrea Vedaldi

* NeurIPS, 2020 

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Exemplar Fine-Tuning for 3D Human Pose Fitting Towards In-the-Wild 3D Human Pose Estimation


Apr 07, 2020
Hanbyul Joo, Natalia Neverova, Andrea Vedaldi


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Transferring Dense Pose to Proximal Animal Classes


Feb 28, 2020
Artsiom Sanakoyeu, Vasil Khalidov, Maureen S. McCarthy, Andrea Vedaldi, Natalia Neverova

* Accepted at CVPR 2020; Project page: https://asanakoy.github.io/densepose-evolution 

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C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion


Oct 15, 2019
David Novotny, Nikhila Ravi, Benjamin Graham, Natalia Neverova, Andrea Vedaldi

* IEEE/CVF International Conference on Computer Vision 2019 
* Added a link to the source code into the abstract 

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COPHY: Counterfactual Learning of Physical Dynamics


Sep 26, 2019
Fabien Baradel, Natalia Neverova, Julien Mille, Greg Mori, Christian Wolf

* 10 pages 

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Slim DensePose: Thrifty Learning from Sparse Annotations and Motion Cues


Jun 13, 2019
Natalia Neverova, James Thewlis, Rıza Alp Güler, Iasonas Kokkinos, Andrea Vedaldi

* CVPR 2019 

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Object Level Visual Reasoning in Videos


Sep 20, 2018
Fabien Baradel, Natalia Neverova, Christian Wolf, Julien Mille, Greg Mori

* ECCV 2018 
* Accepted at ECCV 2018 - long version (16 pages + ref) 

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Dense Pose Transfer


Sep 06, 2018
Natalia Neverova, Riza Alp Guler, Iasonas Kokkinos

* ECCV 2018 

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DensePose: Dense Human Pose Estimation In The Wild


Feb 01, 2018
Rıza Alp Güler, Natalia Neverova, Iasonas Kokkinos


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Hand Pose Estimation through Semi-Supervised and Weakly-Supervised Learning


Sep 15, 2017
Natalia Neverova, Christian Wolf, Florian Nebout, Graham Taylor

* 13 pages, 10 figures, 4 tables 

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Mass Displacement Networks


Aug 12, 2017
Natalia Neverova, Iasonas Kokkinos

* 12 pages, 4 figures 

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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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Houdini: Fooling Deep Structured Prediction Models


Jul 17, 2017
Moustapha Cisse, Yossi Adi, Natalia Neverova, Joseph Keshet

* 12 pages, 8 figures, under review 

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Learning Human Identity from Motion Patterns


Apr 21, 2016
Natalia Neverova, Christian Wolf, Griffin Lacey, Lex Fridman, Deepak Chandra, Brandon Barbello, Graham Taylor

* 10 pages, 6 figures, 2 tables 

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ModDrop: adaptive multi-modal gesture recognition


Jun 06, 2015
Natalia Neverova, Christian Wolf, Graham W. Taylor, Florian Nebout

* 14 pages, 7 figures 

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