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Beyond Flatland: Pre-training with a Strong 3D Inductive Bias


Nov 30, 2021
Shubhaankar Gupta, Thomas P. O'Connell, Bernhard Egger

* NeurIPS 2021 pre-registration workshop 

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MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation


Nov 01, 2021
Safa C. Medin, Bernhard Egger, Anoop Cherian, Ye Wang, Joshua B. Tenenbaum, Xiaoming Liu, Tim K. Marks


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Identity-Expression Ambiguity in 3D Morphable Face Models


Sep 29, 2021
Bernhard Egger, Skylar Sutherland, Safa C. Medin, Joshua Tenenbaum

* IEEE International Conference on Automatic Face and Gesture Recognition 2021 

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To fit or not to fit: Model-based Face Reconstruction and Occlusion Segmentation from Weak Supervision


Jun 17, 2021
Chunlu Li, Andreas Morel-Forster, Thomas Vetter, Bernhard Egger, Adam Kortylewski


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Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering


Feb 04, 2021
Karthik Shetty, Annette Birkhold, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier

* 7 pages, 3 figures, Accepted for Bildverarbeitung f\"ur die Medizin 2021 

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Building 3D Morphable Models from a Single Scan


Nov 24, 2020
Skylar Sutherland, Bernhard Egger, Joshua Tenenbaum


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Improving the Reconstruction of Disentangled Representation Learners via Multi-Stage Modelling


Oct 25, 2020
Akash Srivastava, Yamini Bansal, Yukun Ding, Cole Hurwitz, Kai Xu, Bernhard Egger, Prasanna Sattigeri, Josh Tenenbaum, David D. Cox, Dan Gutfreund


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A Morphable Face Albedo Model


Apr 06, 2020
William A. P. Smith, Alassane Seck, Hannah Dee, Bernard Tiddeman, Joshua Tenenbaum, Bernhard Egger

* CVPR 2020 

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3D Morphable Face Models -- Past, Present and Future


Sep 03, 2019
Bernhard Egger, William A. P. Smith, Ayush Tewari, Stefanie Wuhrer, Michael Zollhoefer, Thabo Beeler, Florian Bernard, Timo Bolkart, Adam Kortylewski, Sami Romdhani, Christian Theobalt, Volker Blanz, Thomas Vetter


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Patient-specific Conditional Joint Models of Shape, Image Features and Clinical Indicators


Jul 17, 2019
Bernhard Egger, Markus D. Schirmer, Florian Dubost, Marco J. Nardin, Natalia S. Rost, Polina Golland

* MICCAI 2019, the 22nd International Conference on Medical Image Computing and Computer Assisted Intervention, in Shenzhen, China 
* Supplementary material: https://www.youtube.com/watch?v=gPoHP_iFQIA 

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Priming Deep Neural Networks with Synthetic Faces for Enhanced Performance


Nov 19, 2018
Adam Kortylewski, Andreas Schneider, Thomas Gerig, Clemens Blumer, Bernhard Egger, Corius Reyneke, Andreas Morel-Forster, Thomas Vetter

* Preprint. arXiv admin note: text overlap with arXiv:1802.05891 

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Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems


Apr 19, 2018
Adam Kortylewski, Bernhard Egger, Andreas Schneider, Thomas Gerig, Andreas Morel-Forster, Thomas Vetter

* Accepted to CVPR 2018 Workshop on Analysis and Modeling of Faces and Gestures (AMFG) 

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Training Deep Face Recognition Systems with Synthetic Data


Feb 16, 2018
Adam Kortylewski, Andreas Schneider, Thomas Gerig, Bernhard Egger, Andreas Morel-Forster, Thomas Vetter


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Morphable Face Models - An Open Framework


Sep 26, 2017
Thomas Gerig, Andreas Morel-Forster, Clemens Blumer, Bernhard Egger, Marcel Lüthi, Sandro Schönborn, Thomas Vetter


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