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Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space

Steeven Janny , Fabien Baradel , Natalia Neverova , Madiha Nadri , Greg Mori , Christian Wolf

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BANMo: Building Animatable 3D Neural Models from Many Casual Videos

Gengshan Yang , Minh Vo , Natalia Neverova , Deva Ramanan , Andrea Vedaldi , Hanbyul Joo

* Modified Sec. 3.2 deformation model and Sec. 3.4 active sampling 

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XCiT: Cross-Covariance Image Transformers

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

Natalia Neverova , Artsiom Sanakoyeu , Patrick Labatut , David Novotny , Andrea Vedaldi

* Accepted at CVPR 2021; Project page: 

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NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go

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

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

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Training Vision Transformers for Image Retrieval

Alaaeldin El-Nouby , Natalia Neverova , Ivan Laptev , Hervé Jégou

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Continuous Surface Embeddings

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

Hanbyul Joo , Natalia Neverova , Andrea Vedaldi

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Transferring Dense Pose to Proximal Animal Classes

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

* Accepted at CVPR 2020; Project page: 

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