Bernard, Florian

45 publications

CVPR 2025 4Deform: Neural Surface Deformation for Robust Shape Interpolation Lu Sang, Zehranaz Canfes, Dongliang Cao, Riccardo Marin, Florian Bernard, Daniel Cremers

CVPR 2025 EchoMatch: Partial-to-Partial Shape Matching via Correspondence Reflection Yizheng Xie, Viktoria Ehm, Paul Roetzer, Nafie El Amrani, Maolin Gao, Florian Bernard, Daniel Cremers

ICCV 2025 Fast Globally Optimal and Geometrically Consistent 3D Shape Matching Paul Roetzer, Florian Bernard

CVPR 2025 Higher-Order Ratio Cycles for Fast and Globally Optimal Shape Matching Paul Roetzer, Viktoria Ehm, Daniel Cremers, Zorah Lähner, Florian Bernard

ICLR 2025 Implicit Neural Surface Deformation with Explicit Velocity Fields Lu Sang, Zehranaz Canfes, Dongliang Cao, Florian Bernard, Daniel Cremers

ICCV 2025 Kh: Symmetry Understanding of 3D Shapes via Chirality Disentanglement Weikang Wang, Tobias Weißberg, Nafie El Amrani, Florian Bernard

CVPR 2025 Towards Optimizing Large-Scale Multi-Graph Matching in Bioimaging Max Kahl, Sebastian Stricker, Lisa Hutschenreiter, Florian Bernard, Carsten Rother, Bogdan Savchynskyy

NeurIPS 2024 $C^2M^3$: Cycle-Consistent Multi-Model Merging Donato Crisostomi, Marco Fumero, Daniele Baieri, Florian Bernard, Emanuele Rodolà

ECML-PKDD 2024 Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard

ECCV 2024 DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching Paul Roetzer, Ahmed Abbas, Dongliang Cao, Florian Bernard, Paul Swoboda

WACV 2024 FIRe: Fast Inverse Rendering Using Directional and Signed Distance Functions Tarun Yenamandra, Ayush Tewari, Nan Yang, Florian Bernard, Christian Theobalt, Daniel Cremers

CVPR 2024 Partial-to-Partial Shape Matching with Geometric Consistency Viktoria Ehm, Maolin Gao, Paul Roetzer, Marvin Eisenberger, Daniel Cremers, Florian Bernard

CVPR 2024 Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation Dongliang Cao, Marvin Eisenberger, Nafie El Amrani, Daniel Cremers, Florian Bernard

CVPR 2024 SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency Paul Roetzer, Florian Bernard

ECCV 2024 Synchronous Diffusion for Unsupervised Smooth Non-Rigid 3D Shape Matching Dongliang Cao, Zorah Laehner, Florian Bernard

CVPR 2024 Unsupervised 3D Structure Inference from Category-Specific Image Collections Weikang Wang, Dongliang Cao, Florian Bernard

ICMLW 2023 Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard

CVPR 2023 Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching Paul Roetzer, Zorah Lähner, Florian Bernard

WACV 2023 Neural Implicit Representations for Physical Parameter Inference from a Single Video Florian Hofherr, Lukas Koestler, Florian Bernard, Daniel Cremers

ICCV 2023 SIGMA: Scale-Invariant Global Sparse Shape Matching Maolin Gao, Paul Roetzer, Marvin Eisenberger, Zorah Lähner, Michael Moeller, Daniel Cremers, Florian Bernard

CVPR 2023 Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching Dongliang Cao, Florian Bernard

AAAI 2023 Universe Points Representation Learning for Partial Multi-Graph Matching Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard

ECCV 2022 A Comparative Study of Graph Matching Algorithms in Computer Vision Stefan Haller, Lorenz Feineis, Lisa Hutschenreiter, Florian Bernard, Carsten Rother, Dagmar Kainmüller, Paul Swoboda, Bogdan Savchynskyy

CVPR 2022 A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching Paul Roetzer, Paul Swoboda, Daniel Cremers, Florian Bernard

CVPR 2022 A Unified Framework for Implicit Sinkhorn Differentiation Marvin Eisenberger, Aysim Toker, Laura Leal-Taixé, Florian Bernard, Daniel Cremers

AAAI 2022 Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections Zhenzhang Ye, Tarun Yenamandra, Florian Bernard, Daniel Cremers

CVPR 2022 The Probabilistic Normal Epipolar Constraint for Frame-to-Frame Rotation Optimization Under Uncertain Feature Positions Dominik Muhle, Lukas Koestler, Nikolaus Demmel, Florian Bernard, Daniel Cremers

ECCV 2022 Unsupervised Deep Multi-Shape Matching Dongliang Cao, Florian Bernard

CVPR 2021 Isometric Multi-Shape Matching Maolin Gao, Zorah Lahner, Johan Thunberg, Daniel Cremers, Florian Bernard

NeurIPS 2021 Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation Florian Bernard, Daniel Cremers, Johan Thunberg

CVPR 2021 i3DMM: Deep Implicit 3D Morphable Model of Human Heads Tarun Yenamandra, Ayush Tewari, Florian Bernard, Hans-Peter Seidel, Mohamed Elgharib, Daniel Cremers, Christian Theobalt

ECCV 2020 HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization Neng Qian, Jiayi Wang, Franziska Mueller, Florian Bernard, Vladislav Golyanik, Christian Theobalt

CVPR 2020 MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment Florian Bernard, Zeeshan Khan Suri, Christian Theobalt

CVPR 2020 StyleRig: Rigging StyleGAN for 3D Control over Portrait Images Ayush Tewari, Mohamed Elgharib, Gaurav Bharaj, Florian Bernard, Hans-Peter Seidel, Patrick Perez, Michael Zollhofer, Christian Theobalt

CVPR 2019 A Convex Relaxation for Multi-Graph Matching Paul Swoboda, Dagmar Kainm"uller, Ashkan Mokarian, Christian Theobalt, Florian Bernard

CVPR 2019 FML: Face Model Learning from Videos Ayush Tewari, Florian Bernard, Pablo Garrido, Gaurav Bharaj, Mohamed Elgharib, Hans-Peter Seidel, Patrick Perez, Michael Zollhofer, Christian Theobalt

ICCV 2019 HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching Florian Bernard, Johan Thunberg, Paul Swoboda, Christian Theobalt

CVPR 2018 DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems Florian Bernard, Christian Theobalt, Michael Moeller

CVPR 2018 GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, Christian Theobalt

WACV 2018 Illumination-Invariant Robust Multiview 3D Human Motion Capture Nadia Robertini, Florian Bernard, Weipeng Xu, Christian Theobalt

CVPR 2018 Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at over 250 Hz Ayush Tewari, Michael Zollhöfer, Pablo Garrido, Florian Bernard, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt

CVPR 2017 A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching Florian Bernard, Frank R. Schmidt, Johan Thunberg, Daniel Cremers

ICCV 2017 MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction Ayush Tewari, Michael Zollhofer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Perez, Christian Theobalt

CVPR 2016 Linear Shape Deformation Models with Local Support Using Graph-Based Structured Matrix Factorisation Florian Bernard, Peter Gemmar, Frank Hertel, Jorge Goncalves, Johan Thunberg

CVPR 2015 A Solution for Multi-Alignment by Transformation Synchronisation Florian Bernard, Johan Thunberg, Peter Gemmar, Frank Hertel, Andreas Husch, Jorge Goncalves