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Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction



Jeremy Reizenstein , Roman Shapovalov , Philipp Henzler , Luca Sbordone , Patrick Labatut , David Novotny

* International Conference on Computer Vision, 2021 

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DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension



Roman Shapovalov , David Novotny , Benjamin Graham , Patrick Labatut , Andrea Vedaldi

* Accepted for ICCV 2021 

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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: https://gdude.de/discovering-3d-obj-rel 

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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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Unsupervised Learning of 3D Object Categories from Videos in the Wild



Philipp Henzler , Jeremy Reizenstein , Patrick Labatut , Roman Shapovalov , Tobias Ritschel , Andrea Vedaldi , David Novotny


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Low Bandwidth Video-Chat Compression using Deep Generative Models



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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Continuous Surface Embeddings



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

* NeurIPS, 2020 

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