Florian Bernard

ORCID

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 107

Top Venues

University of Luxembourg (PHD)

Education History

University of Luxembourg

PHD

Publications

Dongliang Cao, Paul Roetzer, Florian Bernard
Revisiting Map Relations for Unsupervised Non-Rigid Shape Matching. CoRR (2023)
Johan Thunberg, Florian Bernard
Non-negative Spherical Relaxations for Universe-Free Multi-matching and Clustering. SCIA (2) (2023)
Florian Hofherr, Lukas Koestler, Florian Bernard, Daniel Cremers
Neural Implicit Representations for Physical Parameter Inference from a Single Video. WACV (2023)
Dongliang Cao, Florian Bernard
Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching. CVPR (2023)
Viktoria Ehm, Daniel Cremers, Florian Bernard
Non-Separable Multi-Dimensional Network Flows for Visual Computing. CoRR (2023)
Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard
Universe Points Representation Learning for Partial Multi-Graph Matching. AAAI (2023)
Dongliang Cao, Paul Roetzer, Florian Bernard
Unsupervised Learning of Robust Spectral Shape Matching. ACM Trans. Graph. 42 (4) (2023)
Johan Thunberg, Florian Bernard
Non-Negative Spherical Relaxations for Universe-Free Multi-Matching and Clustering. CoRR (2023)
Paul Roetzer, Ahmed Abbas, Dongliang Cao, Florian Bernard, Paul Swoboda
Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching. CoRR (2023)
Maolin Gao, Paul Roetzer, Marvin Eisenberger, Zorah Lähner, Michael Möller, Daniel Cremers, Florian Bernard
ΣIGMA: Scale-Invariant Global Sparse Shape Matching. ICCV (2023)
Dongliang Cao, Paul Roetzer, Florian Bernard
Unsupervised Learning of Robust Spectral Shape Matching. CoRR (2023)
Paul Roetzer, Zorah Lähner, Florian Bernard
Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching. CVPR (2023)
Maolin Gao, Paul Roetzer, Marvin Eisenberger, Zorah Lähner, Michael Möller, Daniel Cremers, Florian Bernard
SIGMA: Scale-Invariant Global Sparse Shape Matching. CoRR (2023)
Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard
Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs. CoRR (2023)
Dongliang Cao, Florian Bernard
Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching. CoRR (2023)
Viktoria Ehm, Paul Roetzer, Marvin Eisenberger, Maolin Gao, Florian Bernard, Daniel Cremers
Geometrically Consistent Partial Shape Matching. CoRR (2023)
Marvin Eisenberger, Aysim Toker, Laura Leal-Taixé, Florian Bernard, Daniel Cremers
A Unified Framework for Implicit Sinkhorn Differentiation. CVPR (2022)
Tarun Yenamandra, Ayush Tewari, Nan Yang, Florian Bernard, Christian Theobalt, Daniel Cremers
HDSDF: Hybrid Directional and Signed Distance Functions for Fast Inverse Rendering. CoRR (2022)
Jiayi Wang, Diogo Luvizon, Franziska Mueller, Florian Bernard, Adam Kortylewski, Dan Casas, Christian Theobalt
HandFlow: Quantifying View-Dependent 3D Ambiguity in Two-Hand Reconstruction with Normalizing Flow. CoRR (2022)
Stefan Haller, Lorenz Feineis, Lisa Hutschenreiter, Florian Bernard, Carsten Rother, Dagmar Kainmüller, Paul Swoboda, Bogdan Savchynskyy
A Comparative Study of Graph Matching Algorithms in Computer Vision. CoRR (2022)
Dominik Muhle, Lukas Koestler, Nikolaus Demmel, Florian Bernard, Daniel Cremers
The Probabilistic Normal Epipolar Constraint for Frame-To-Frame Rotation Optimization under Uncertain Feature Positions. CoRR (2022)
Sébastien Riffaud, Gwladys Ravon, Thibault Allard, Florian Bernard, Angelo Iollo, Caroline Caradu
Automatic branch detection of the arterial system from abdominal aortic segmentation. Medical Biol. Eng. Comput. 60 (9) (2022)
Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard
Universe Points Representation Learning for Partial Multi-Graph Matching. CoRR (2022)
Paul Roetzer, Zorah Lähner, Florian Bernard
Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching. CoRR (2022)
Paul Roetzer, Paul Swoboda, Daniel Cremers, Florian Bernard
A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching. CVPR (2022)
Dongliang Cao, Florian Bernard
Unsupervised Deep Multi-Shape Matching. CoRR (2022)
Zhakshylyk Nurlanov, Daniel Cremers, Florian Bernard
Efficient and Flexible Sublabel-Accurate Energy Minimization. CoRR (2022)
Marvin Eisenberger, Aysim Toker, Laura Leal-Taixé, Florian Bernard, Daniel Cremers
A Unified Framework for Implicit Sinkhorn Differentiation. CoRR (2022)
Dominik Muhle, Lukas Koestler, Nikolaus Demmel, Florian Bernard, Daniel Cremers
The Probabilistic Normal Epipolar Constraint for Frame- To-Frame Rotation Optimization under Uncertain Feature Positions. CVPR (2022)
Dongliang Cao, Florian Bernard
Unsupervised Deep Multi-shape Matching. ECCV (3) (2022)
Jiayi Wang, Diogo Luvizon, Franziska Mueller, Florian Bernard, Adam Kortylewski, Dan Casas, Christian Theobalt
HandFlow: Quantifying View-Dependent 3D Ambiguity in Two-Hand Reconstruction with Normalizing Flow. VMV (2022)
Paul Roetzer, Paul Swoboda, Daniel Cremers, Florian Bernard
A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching. CoRR (2022)
Zhakshylyk Nurlanov, Daniel Cremers, Florian Bernard
Efficient and Flexible Sublabel-Accurate Energy Minimization. ICPR (2022)
Zhenzhang Ye, Tarun Yenamandra, Florian Bernard, Daniel Cremers
Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections. AAAI (2022)
Stefan Haller, Lorenz Feineis, Lisa Hutschenreiter, Florian Bernard, Carsten Rother, Dagmar Kainmüller, Paul Swoboda, Bogdan Savchynskyy
A Comparative Study of Graph Matching Algorithms in Computer Vision. ECCV (23) (2022)
Florian Hofherr, Lukas Koestler, Florian Bernard, Daniel Cremers
Neural Implicit Representations for Physical Parameter Inference from a Single Video. CoRR (2022)
Maximilian Krahn, Florian Bernard, Vladislav Golyanik
Convex Joint Graph Matching and Clustering via Semidefinite Relaxations. CoRR (2021)
Lingjie Liu, Weipeng Xu, Marc Habermann, Michael Zollhöfer, Florian Bernard, Hyeongwoo Kim, Wenping Wang, Christian Theobalt
Learning Dynamic Textures for Neural Rendering of Human Actors. IEEE Trans. Vis. Comput. Graph. 27 (10) (2021)
Florian Bernard, Daniel Cremers, Johan Thunberg
Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation. CoRR (2021)
Franziska Mueller, Micah Davis, Florian Bernard, Oleksandr Sotnychenko, Mickeal Verschoor, Miguel A. Otaduy, Dan Casas, Christian Theobalt
Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera. CoRR (2021)
Viktoria Ehm, Daniel Cremers, Florian Bernard
Shortest Paths in Graphs with Matrix-Valued Edges: Concepts, Algorithm and Application to 3D Multi-Shape Analysis. CoRR (2021)
Tarun Yenamandra, Ayush Tewari, Florian Bernard, Hans-Peter Seidel, Mohamed Elgharib, Daniel Cremers, Christian Theobalt
i3DMM: Deep Implicit 3D Morphable Model of Human Heads. CVPR (2021)
Jiayi Wang, Franziska Müller, Florian Bernard, Suzanne Sorli, Oleksandr Sotnychenko, Neng Qian, Miguel A. Otaduy, Dan Casas, Christian Theobalt
RGB2Hands: Real-Time Tracking of 3D Hand Interactions from Monocular RGB Video. CoRR (2021)
Florian Bernard, Daniel Cremers, Johan Thunberg
Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation. NeurIPS (2021)
Viktoria Ehm, Daniel Cremers, Florian Bernard
Shortest Paths in Graphs with Matrix-Valued Edges: Concepts, Algorithm and Application to 3D Multi-Shape Analysis. 3DV (2021)
Maolin Gao, Zorah Lähner, Johan Thunberg, Daniel Cremers, Florian Bernard
Isometric Multi-Shape Matching. CVPR (2021)
Zhenzhang Ye, Tarun Yenamandra, Florian Bernard, Daniel Cremers
Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections. CoRR (2021)
Maximilian Krahn, Florian Bernard, Vladislav Golyanik
Convex Joint Graph Matching and Clustering via Semidefinite Relaxations. 3DV (2021)
Jiayi Wang, Franziska Mueller, Florian Bernard, Suzanne Sorli, Oleksandr Sotnychenko, Neng Qian, Miguel A. Otaduy, Dan Casas, Christian Theobalt
RGB2Hands: real-time tracking of 3D hand interactions from monocular RGB video. ACM Trans. Graph. 39 (6) (2020)
Jiayi Wang, Franziska Mueller, Florian Bernard, Christian Theobalt
Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose Estimation. FG (2020)
Ayush Tewari, Mohamed Elgharib, Gaurav Bharaj, Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt
StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images. CVPR (2020)
Ayush Tewari, Mohamed Elgharib, Mallikarjun B. R., Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt
PIE: Portrait Image Embedding for Semantic Control. CoRR (2020)
Bernhard Egger, William A. P. Smith, Ayush Tewari, Stefanie Wuhrer, Michael Zollhöfer, Thabo Beeler, Florian Bernard, Timo Bolkart, Adam Kortylewski, Sami Romdhani, Christian Theobalt, Volker Blanz, Thomas Vetter
3D Morphable Face Models - Past, Present, and Future. ACM Trans. Graph. 39 (5) (2020)
Florian Bernard, Zeeshan Khan Suri, Christian Theobalt
MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment. CoRR (2020)
Tarun Yenamandra, Ayush Tewari, Florian Bernard, Hans-Peter Seidel, Mohamed Elgharib, Daniel Cremers, Christian Theobalt
i3DMM: Deep Implicit 3D Morphable Model of Human Heads. CoRR (2020)
Maolin Gao, Zorah Lähner, Johan Thunberg, Daniel Cremers, Florian Bernard
Isometric Multi-Shape Matching. CoRR (2020)
Ayush Tewari, Michael Zollhöfer, Florian Bernard, Pablo Garrido, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt
High-Fidelity Monocular Face Reconstruction Based on an Unsupervised Model-Based Face Autoencoder. IEEE Trans. Pattern Anal. Mach. Intell. 42 (2) (2020)
Ayush Tewari, Mohamed Elgharib, Mallikarjun B. R., Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt
PIE: portrait image embedding for semantic control. ACM Trans. Graph. 39 (6) (2020)
Ayush Tewari, Mohamed Elgharib, Gaurav Bharaj, Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt
StyleRig: Rigging StyleGAN for 3D Control over Portrait Images. CoRR (2020)
Florian Bernard, Zeeshan Khan Suri, Christian Theobalt
MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment. CVPR (2020)
Lingjie Liu, Weipeng Xu, Marc Habermann, Michael Zollhöfer, Florian Bernard, Hyeongwoo Kim, Wenping Wang, Christian Theobalt
Neural Human Video Rendering: Joint Learning of Dynamic Textures and Rendering-to-Video Translation. CoRR (2020)
Neng Qian, Jiayi Wang, Franziska Mueller, Florian Bernard, Vladislav Golyanik, Christian Theobalt
HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization. ECCV (11) (2020)
Jiayi Wang, Franziska Mueller, Florian Bernard, Christian Theobalt
Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose Estimation. CoRR (2020)
Paul Swoboda, Dagmar Kainmüller, Ashkan Mokarian, Christian Theobalt, Florian Bernard
A Convex Relaxation for Multi-Graph Matching. CVPR (2019)
Stavros Avgerinos, Florian Bernard, Angelo Iollo, Giovanni Russo
Linearly implicit all Mach number shock capturing schemes for the Euler equations. J. Comput. Phys. 393 (2019)
Florian Bernard, Johan Thunberg, Paul Swoboda, Christian Theobalt
HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching. ICCV (2019)
Franziska Mueller, Micah Davis, Florian Bernard, Oleksandr Sotnychenko, Mickeal Verschoor, Miguel A. Otaduy, Dan Casas, Christian Theobalt
Real-time pose and shape reconstruction of two interacting hands with a single depth camera. ACM Trans. Graph. 38 (4) (2019)
Lingjie Liu, Weipeng Xu, Michael Zollhöfer, Hyeongwoo Kim, Florian Bernard, Marc Habermann, Wenping Wang, Christian Theobalt
Neural Rendering and Reenactment of Human Actor Videos. ACM Trans. Graph. 38 (5) (2019)
Tarun Yenamandra, Florian Bernard, Jiayi Wang, Franziska Mueller, Christian Theobalt
Convex Optimisation for Inverse Kinematics. 3DV (2019)
Tarun Yenamandra, Florian Bernard, Jiayi Wang, Franziska Mueller, Christian Theobalt
Convex Optimisation for Inverse Kinematics. CoRR (2019)
Florian Bernard, Angelo Iollo, Gabriella Puppo
BGK Polyatomic Model for Rarefied Flows. J. Sci. Comput. 78 (3) (2019)
Ayush Tewari, Florian Bernard, Pablo Garrido, Gaurav Bharaj, Mohamed Elgharib, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt
FML: Face Model Learning From Videos. CVPR (2019)
Florian Bernard, Johan Thunberg, Jorge M. Goncalves, Christian Theobalt
Synchronisation of partial multi-matchings via non-negative factorisations. Pattern Recognit. 92 (2019)
Bernhard Egger, William A. P. Smith, Ayush Tewari, Stefanie Wuhrer, Michael Zollhöfer, Thabo Beeler, Florian Bernard, Timo Bolkart, Adam Kortylewski, Sami Romdhani, Christian Theobalt, Volker Blanz, Thomas Vetter
3D Morphable Face Models - Past, Present and Future. CoRR (2019)
Florian Bernard, Johan Thunberg, Jorge M. Goncalves, Christian Theobalt
Synchronisation of Partial Multi-Matchings via Non-negative Factorisations. CoRR (2018)
Nadia Robertini, Florian Bernard, Weipeng Xu, Christian Theobalt
Illumination-Invariant Robust Multiview 3D Human Motion Capture. WACV (2018)
Florian Bernard, Angelo Iollo, Sébastien Riffaud
Reduced-order model for the BGK equation based on POD and optimal transport. J. Comput. Phys. 373 (2018)
Florian Bernard, Johan Thunberg, Paul Swoboda, Christian Theobalt
Higher-order Projected Power Iterations for Scalable Multi-Matching. CoRR (2018)
Florian Bernard, Christian Theobalt, Michael Möller
DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems. CVPR (2018)
Ayush Tewari, Michael Zollhöfer, Pablo Garrido, Florian Bernard, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt
Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz. CVPR (2018)
Johan Thunberg, Johan Markdahl, Florian Bernard, Jorge M. Goncalves
Lifting method for analyzing distributed synchronization on the unit sphere. CoRR (2018)
Lingjie Liu, Weipeng Xu, Michael Zollhöfer, Hyeongwoo Kim, Florian Bernard, Marc Habermann, Wenping Wang, Christian Theobalt
Neural Animation and Reenactment of Human Actor Videos. CoRR (2018)
Ayush Tewari, Florian Bernard, Pablo Garrido, Gaurav Bharaj, Mohamed Elgharib, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt
FML: Face Model Learning from Videos. CoRR (2018)
Johan Thunberg, Johan Markdahl, Florian Bernard, Jorge M. Goncalves
A lifting method for analyzing distributed synchronization on the unit sphere. Autom. 96 (2018)
Kripasindhu Sarkar, Florian Bernard, Kiran Varanasi, Christian Theobalt, Didier Stricker
Structured Low-Rank Matrix Factorization for Point-Cloud Denoising. 3DV (2018)
Kripasindhu Sarkar, Florian Bernard, Kiran Varanasi, Christian Theobalt, Didier Stricker
Denoising of Point-clouds Based on Structured Dictionary Learning. SGP (Posters) (2018)
Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, Christian Theobalt
GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB. CVPR (2018)
Florian Bernard, Frank R. Schmidt, Johan Thunberg, Daniel Cremers
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching. CVPR (2017)
Johan Thunberg, Florian Bernard, Jorge M. Gonçalves
Distributed methods for synchronization of orthogonal matrices over graphs. CoRR (2017)
Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, Christian Theobalt
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB. CoRR (2017)
Johan Thunberg, Florian Bernard, Jorge M. Gonçalves
Distributed methods for synchronization of orthogonal matrices over graphs. Autom. 80 (2017)
Johan Thunberg, Florian Bernard, Jorge M. Goncalves
Distributed synchronization of Euclidean transformations with guaranteed convergence. CDC (2017)
Florian Bernard, Christian Theobalt, Michael Möller
Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems. CoRR (2017)
Ayush Tewari, Michael Zollhöfer, Pablo Garrido, Florian Bernard, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt
Self-supervised Multi-level Face Model Learning for Monocular Reconstruction at over 250 Hz. CoRR (2017)
Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt
MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction. ICCV (2017)
Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge M. Gonçalves, Peter Gemmar
Shape-aware surface reconstruction from sparse 3D point-clouds. Medical Image Anal. 38 (2017)
Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt
MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction. CoRR (2017)
Florian Bernard, Peter Gemmar, Frank Hertel, Jorge M. Gonçalves, Johan Thunberg
Linear Shape Deformation Models with Local Support Using Graph-Based Structured Matrix Factorisation. CVPR (2016)
Florian Bernard, Frank R. Schmidt, Johan Thunberg, Daniel Cremers
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching. CoRR (2016)
Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge M. Gonçalves, Peter Gemmar
Shape-aware Surface Reconstruction from Sparse Data. CoRR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Florian Bernard