Eyelid contour detection and tracking for startle research related eye-blink measurements from high-speed video records. - Florian Bernard 001; Christian Eric Deuter; Peter Gemmar; Hartmut Schächinger (Comput. Methods Programs Biomed., 2013)

Assessment of Electrode Displacement and Deformation with Respect to Pre-Operative Planning in Deep Brain Stimulation. - Andreas Husch; Peter Gemmar; Jörg Lohscheller; Florian Bernard 001; Frank Hertel (Bildverarbeitung für die Medizin, 2015)

A solution for multi-alignment by transformation synchronisation. - Florian Bernard 001; Johan Thunberg; Peter Gemmar; Frank Hertel; Andreas Husch; Jorge M. Gonçalves (CVPR, 2015)

Improved Parkinson's Disease Classification from Diffusion MRI Data by Fisher Vector Descriptors. - Luis Salamanca; Nikos Vlassis; Nico Diederich; Florian Bernard 001; Alexander Skupin (MICCAI (2), 2015)

On Transitive Consistency for Linear Invertible Transformations between Euclidean Coordinate Systems. - Johan Thunberg; Florian Bernard 001; Jorge M. Gonçalves (CoRR, 2015)

Linear Shape Deformation Models with Local Support Using Graph-Based Structured Matrix Factorisation. - Florian Bernard 001; Peter Gemmar; Frank Hertel; Jorge M. Gonçalves; Johan Thunberg (CVPR, 2016)

Fast correspondences for statistical shape models of brain structures. - Florian Bernard 001; Nikos Vlassis; Peter Gemmar; Andreas Husch; Johan Thunberg; Jorge M. Gonçalves; Frank Hertel (Image Processing, 2016)

Shape-aware Surface Reconstruction from Sparse Data. - Florian Bernard 001; Luis Salamanca; Johan Thunberg; Alexander Tack; Dennis Jentsch; Hans Lamecker; Stefan Zachow; Frank Hertel; Jorge M. Gonçalves; Peter Gemmar (CoRR, 2016)

Novel Methods for Multi-Shape Analysis. - Florian Bernard 001 (2016)

Distributed synchronization of Euclidean transformations with guaranteed convergence. - Johan Thunberg; Florian Bernard 001; Jorge M. Gonçalves (CDC, 2017)

A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching. - Florian Bernard 001; Frank R. Schmidt; Johan Thunberg; Daniel Cremers (CVPR, 2017)

MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction. - Ayush Tewari; Michael Zollhöfer; Hyeongwoo Kim; Pablo Garrido 001; Florian Bernard 001; Patrick Pérez; Christian Theobalt (ICCV, 2017)

Distributed methods for synchronization of orthogonal matrices over graphs. - Johan Thunberg; Florian Bernard 001; Jorge M. Gonçalves (Autom., 2017)

Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems. - Florian Bernard 001; Christian Theobalt; Michael Möller 001 (CoRR, 2017)

Shape-aware surface reconstruction from sparse 3D point-clouds. - Florian Bernard 001; Luis Salamanca; Johan Thunberg; Alexander Tack; Dennis Jentsch; Hans Lamecker; Stefan Zachow; Frank Hertel; Jorge M. Gonçalves; Peter Gemmar (Medical Image Anal., 2017)

Structured Low-Rank Matrix Factorization for Point-Cloud Denoising. - Kripasindhu Sarkar; Florian Bernard 001; Kiran Varanasi; Christian Theobalt; Didier Stricker (3DV, 2018)

DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems. - Florian Bernard 001; Christian Theobalt; Michael Möller 001 (CVPR, 2018)

GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB. - Franziska Mueller 001; Florian Bernard 001; Oleksandr Sotnychenko; Dushyant Mehta; Srinath Sridhar 002; Dan Casas; Christian Theobalt (CVPR, 2018)

Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz. - Ayush Tewari; Michael Zollhöfer; Pablo Garrido 001; Florian Bernard 001; Hyeongwoo Kim; Patrick Pérez; Christian Theobalt (CVPR, 2018)

Denoising of Point-clouds Based on Structured Dictionary Learning. - Kripasindhu Sarkar; Florian Bernard 001; Kiran Varanasi; Christian Theobalt; Didier Stricker (SGP (Posters), 2018)

Illumination-Invariant Robust Multiview 3D Human Motion Capture. - Nadia Robertini; Florian Bernard 001; Weipeng Xu; Christian Theobalt (WACV, 2018)

A lifting method for analyzing distributed synchronization on the unit sphere. - Johan Thunberg; Johan Markdahl; Florian Bernard 001; Jorge M. Gonçalves (Autom., 2018)

Neural Animation and Reenactment of Human Actor Videos. - Lingjie Liu; Weipeng Xu; Michael Zollhöfer; Hyeongwoo Kim; Florian Bernard 001; Marc Habermann; Wenping Wang 001; Christian Theobalt (CoRR, 2018)

Higher-order Projected Power Iterations for Scalable Multi-Matching. - Florian Bernard 001; Johan Thunberg; Paul Swoboda; Christian Theobalt (CoRR, 2018)

Convex Optimisation for Inverse Kinematics. - Tarun Yenamandra; Florian Bernard 001; Jiayi Wang 001; Franziska Mueller 001; Christian Theobalt (3DV, 2019)

A Convex Relaxation for Multi-Graph Matching. - Paul Swoboda; Dagmar Kainmüller; Ashkan Mokarian; Christian Theobalt; Florian Bernard 001 (CVPR, 2019)

FML: Face Model Learning From Videos. - Ayush Tewari; Florian Bernard 001; Pablo Garrido 001; Gaurav Bharaj; Mohamed A. Elgharib; Hans-Peter Seidel; Patrick Pérez; Michael Zollhöfer; Christian Theobalt (CVPR, 2019)

HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching. - Florian Bernard 001; Johan Thunberg; Paul Swoboda; Christian Theobalt (ICCV, 2019)

Synchronisation of partial multi-matchings via non-negative factorisations. - Florian Bernard 001; Johan Thunberg; Jorge M. Gonçalves; Christian Theobalt (Pattern Recognit., 2019)

Neural Rendering and Reenactment of Human Actor Videos. - Lingjie Liu; Weipeng Xu; Michael Zollhöfer; Hyeongwoo Kim; Florian Bernard 001; Marc Habermann; Wenping Wang 001; Christian Theobalt (ACM Trans. Graph., 2019)

Real-time pose and shape reconstruction of two interacting hands with a single depth camera. - Franziska Mueller 001; Micah Davis; Florian Bernard 001; Oleksandr Sotnychenko; Mickeal Verschoor; Miguel A. Otaduy; Dan Casas; Christian Theobalt (ACM Trans. Graph., 2019)

MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment. - Florian Bernard 001; Zeeshan Khan Suri; Christian Theobalt (CVPR, 2020)

StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images. - Ayush Tewari; Mohamed A. Elgharib; Gaurav Bharaj; Florian Bernard 001; Hans-Peter Seidel; Patrick Pérez; Michael Zollhöfer; Christian Theobalt (CVPR, 2020)

HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization. - Neng Qian; Jiayi Wang 001; Franziska Mueller 001; Florian Bernard 001; Vladislav Golyanik; Christian Theobalt (ECCV (11), 2020)

Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose Estimation. - Jiayi Wang 001; Franziska Mueller 001; Florian Bernard 001; Christian Theobalt (FG, 2020)

Neural Human Video Rendering: Joint Learning of Dynamic Textures and Rendering-to-Video Translation. - Lingjie Liu; Weipeng Xu; Marc Habermann; Michael Zollhöfer; Florian Bernard 001; Hyeongwoo Kim; Wenping Wang 001; Christian Theobalt (CoRR, 2020)

High-Fidelity Monocular Face Reconstruction Based on an Unsupervised Model-Based Face Autoencoder. - Ayush Tewari; Michael Zollhöfer; Florian Bernard 001; Pablo Garrido 001; Hyeongwoo Kim; Patrick Pérez; Christian Theobalt (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

3D Morphable Face Models - Past, Present, and Future. - Bernhard Egger 001; William A. P. Smith; Ayush Tewari; Stefanie Wuhrer; Michael Zollhöfer; Thabo Beeler; Florian Bernard 001; Timo Bolkart; Adam Kortylewski; Sami Romdhani; Christian Theobalt; Volker Blanz; et al. (ACM Trans. Graph., 2020)

PIE: portrait image embedding for semantic control. - Ayush Tewari; Mohamed A. Elgharib; Mallikarjun B. R. 001; Florian Bernard 001; Hans-Peter Seidel; Patrick Pérez; Michael Zollhöfer; Christian Theobalt (ACM Trans. Graph., 2020)

RGB2Hands: real-time tracking of 3D hand interactions from monocular RGB video. - Jiayi Wang 001; Franziska Mueller 001; Florian Bernard 001; Suzanne Sorli; Oleksandr Sotnychenko; Neng Qian; Miguel A. Otaduy; Dan Casas; Christian Theobalt (ACM Trans. Graph., 2020)

Shortest Paths in Graphs with Matrix-Valued Edges: Concepts, Algorithm and Application to 3D Multi-Shape Analysis. - Viktoria Ehm; Daniel Cremers; Florian Bernard 001 (3DV, 2021)

Convex Joint Graph Matching and Clustering via Semidefinite Relaxations. - Maximilian Krahn; Florian Bernard 001; Vladislav Golyanik (3DV, 2021)

Isometric Multi-Shape Matching. - Maolin Gao; Zorah Lähner; Johan Thunberg; Daniel Cremers; Florian Bernard 001 (CVPR, 2021)

i3DMM: Deep Implicit 3D Morphable Model of Human Heads. - Tarun Yenamandra; Ayush Tewari; Florian Bernard 001; Hans-Peter Seidel; Mohamed A. Elgharib; Daniel Cremers; Christian Theobalt (CVPR, 2021)

Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation. - Florian Bernard 001; Daniel Cremers; Johan Thunberg (NeurIPS, 2021)

Learning Dynamic Textures for Neural Rendering of Human Actors. - Lingjie Liu; Weipeng Xu; Marc Habermann; Michael Zollhöfer; Florian Bernard 001; Hyeongwoo Kim; Wenping Wang 001; Christian Theobalt (IEEE Trans. Vis. Comput. Graph., 2021)

Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections. - Zhenzhang Ye; Tarun Yenamandra; Florian Bernard 001; Daniel Cremers (AAAI, 2022)

A Unified Framework for Implicit Sinkhorn Differentiation. - Marvin Eisenberger; Aysim Toker; Laura Leal-Taixé; Florian Bernard 001; 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 001; Daniel Cremers (CVPR, 2022)

A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching. - Paul Roetzer; Paul Swoboda; Daniel Cremers; Florian Bernard 001 (CVPR, 2022)

Unsupervised Deep Multi-shape Matching. - Dongliang Cao; Florian Bernard 001 (ECCV (3), 2022)

A Comparative Study of Graph Matching Algorithms in Computer Vision. - Stefan Haller; Lorenz Feineis; Lisa Hutschenreiter; Florian Bernard 001; Carsten Rother; Dagmar Kainmüller; Paul Swoboda; Bogdan Savchynskyy (ECCV (23), 2022)

Efficient and Flexible Sublabel-Accurate Energy Minimization. - Zhakshylyk Nurlanov; Daniel Cremers; Florian Bernard 001 (ICPR, 2022)

HandFlow: Quantifying View-Dependent 3D Ambiguity in Two-Hand Reconstruction with Normalizing Flow. - Jiayi Wang 001; Diogo C. Luvizon; Franziska Mueller 001; Florian Bernard 001; Adam Kortylewski; Dan Casas; Christian Theobalt (VMV, 2022)

HDSDF: Hybrid Directional and Signed Distance Functions for Fast Inverse Rendering. - Tarun Yenamandra; Ayush Tewari; Nan Yang 007; Florian Bernard 001; Christian Theobalt; Daniel Cremers (CoRR, 2022)

Universe Points Representation Learning for Partial Multi-Graph Matching. - Zhakshylyk Nurlanov; Frank R. Schmidt; Florian Bernard 001 (AAAI, 2023)

Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching. - Dongliang Cao; Florian Bernard 001 (CVPR, 2023)

Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching. - Paul Roetzer; Zorah Lähner; Florian Bernard 001 (CVPR, 2023)

Non-Separable Multi-Dimensional Network Flows for Visual Computing. - Viktoria Ehm; Daniel Cremers; Florian Bernard 001 (Eurographics (Posters), 2023)

ΣIGMA: Scale-Invariant Global Sparse Shape Matching. - Maolin Gao; Paul Roetzer; Marvin Eisenberger; Zorah Lähner; Michael Möller 001; Daniel Cremers; Florian Bernard 001 (ICCV, 2023)

Non-negative Spherical Relaxations for Universe-Free Multi-matching and Clustering. - Johan Thunberg; Florian Bernard 001 (SCIA (2), 2023)

Neural Implicit Representations for Physical Parameter Inference from a Single Video. - Florian Hofherr; Lukas Koestler; Florian Bernard 001; Daniel Cremers (WACV, 2023)

SIGMA: Scale-Invariant Global Sparse Shape Matching. - Maolin Gao; Paul Roetzer; Marvin Eisenberger; Zorah Lähner; Michael Möller 001; Daniel Cremers; Florian Bernard 001 (CoRR, 2023)

Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching. - Paul Roetzer; Ahmed Abbas; Dongliang Cao; Florian Bernard 001; Paul Swoboda (CoRR, 2023)

Unsupervised Learning of Robust Spectral Shape Matching. - Dongliang Cao; Paul Roetzer; Florian Bernard 001 (ACM Trans. Graph., 2023)

Revisiting Map Relations for Unsupervised Non-Rigid Shape Matching. - Dongliang Cao; Paul Roetzer; Florian Bernard 001 (3DV, 2024)

Geometrically Consistent Partial Shape Matching. - Viktoria Ehm; Paul Roetzer; Marvin Eisenberger; Maolin Gao; Florian Bernard 001; Daniel Cremers (3DV, 2024)

Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation. - Dongliang Cao; Marvin Eisenberger; Nafie El Amrani; Daniel Cremers; Florian Bernard 001 (CVPR, 2024)

Partial-to-Partial Shape Matching with Geometric Consistency. - Viktoria Ehm; Maolin Gao; Paul Roetzer; Marvin Eisenberger; Daniel Cremers; Florian Bernard 001 (CVPR, 2024)

SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency. - Paul Roetzer; Florian Bernard 001 (CVPR, 2024)

Unsupervised 3D Structure Inference from Category-Specific Image Collections. - Weikang Wang 004; Dongliang Cao; Florian Bernard 001 (CVPR, 2024)

Synchronous Diffusion for Unsupervised Smooth Non-rigid 3D Shape Matching. - Dongliang Cao; Zorah Lähner; Florian Bernard 001 (ECCV (5), 2024)

DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching. - Paul Roetzer; Ahmed Abbas; Dongliang Cao; Florian Bernard 001; Paul Swoboda (ECCV (53), 2024)

A Universal and Flexible Framework for Unsupervised Statistical Shape Model Learning. - Nafie El Amrani; Dongliang Cao; Florian Bernard 001 (MICCAI (11), 2024)

$C^2M^3$: Cycle-Consistent Multi-Model Merging. - Donato Crisostomi; Marco Fumero; Daniele Baieri; Florian Bernard 001; Emanuele Rodolà (NeurIPS, 2024)

Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs. - Zhakshylyk Nurlanov; Frank R. Schmidt; Florian Bernard 001 (ECML/PKDD (8), 2024)

FIRe: Fast Inverse Rendering using Directional and Signed Distance Functions. - Tarun Yenamandra; Ayush Tewari; Nan Yang 007; Florian Bernard 001; Christian Theobalt; Daniel Cremers (WACV, 2024)

C2M3: Cycle-Consistent Multi-Model Merging. - Donato Crisostomi; Marco Fumero; Daniele Baieri; Florian Bernard 001; Emanuele Rodolà (CoRR, 2024)

Unlocking the Potential of Operations Research for Multi-Graph Matching. - Max Kahl; Sebastian Stricker; Lisa Hutschenreiter; Florian Bernard 001; Bogdan Savchynskyy (CoRR, 2024)

Beyond Complete Shapes: A Quantitative Evaluation of 3D Shape Matching Algorithms. - Viktoria Ehm; Nafie El Amrani; Yizheng Xie; Lennart Bastian; Maolin Gao; Weikang Wang 004; Lu Sang; Dongliang Cao; Zorah Lähner; Daniel Cremers; Florian Bernard 001 (CoRR, 2024)

Approximate 2D-3D Shape Matching for Interactive Applications. - Christoph Petzsch; Paul Roetzer; Zorah Lähner; Florian Bernard 001 (3DV, 2025)

Abstract: Universal and Flexible Framework for Unsupervised Statistical Shape Model Learning. - Nafie El Amrani; Dongliang Cao; Florian Bernard 001 (Bildverarbeitung für die Medizin, 2025)

Towards Optimizing Large-Scale Multi-Graph Matching in Bioimaging. - Max Kahl; Sebastian Stricker; Lisa Hutschenreiter; Florian Bernard 001; Carsten Rother; Bogdan Savchynskyy (CVPR, 2025)

Higher-Order Ratio Cycles for Fast and Globally Optimal Shape Matching. - Paul Roetzer; Viktoria Ehm; Daniel Cremers; Zorah Lähner; Florian Bernard 001 (CVPR, 2025)

4Deform: Neural Surface Deformation for Robust Shape Interpolation. - Lu Sang; Zehranaz Canfes; Dongliang Cao; Riccardo Marin; Florian Bernard 001; 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 001; Daniel Cremers (CVPR, 2025)

3D Shape Analysis: From Classical Optimisation Methods to Feature Learning for Shape Matching. - Nafie El Amrani; Lennart Bastian; Viktoria Ehm; Zorah Lähner; Florian Bernard 001 (Eurographics (Tutorials), 2025)

Fast Globally Optimal and Geometrically Consistent 3D Shape Matching. - Paul Roetzer; Florian Bernard 001 (ICCV, 2025)

$ chi$: Symmetry Understanding of 3D Shapes via Chirality Disentanglement. - Weikang Wang 004; Tobias Weißberg; Nafie El Amrani; Florian Bernard 001 (ICCV, 2025)

Implicit Neural Surface Deformation with Explicit Velocity Fields. - Lu Sang; Zehranaz Canfes; Dongliang Cao; Florian Bernard 001; Daniel Cremers (ICLR, 2025)

High-Resolution 3D Shape Matching with Global Optimality and Geometric Consistency. - Nafie El Amrani; Paul Roetzer; Florian Bernard 001 (Comput. Graph. Forum, 2025)

Beyond Complete Shapes: A Benchmark for Quantitative Evaluation of 3D Shape Surface Matching Algorithms. - Viktoria Ehm; Nafie El Amrani; Yizheng Xie; Lennart Bastian; M. Gao; Weikang Wang 004; Lu Sang; Dongliang Cao; Tobias Weißberg; Zorah Lähner; Daniel Cremers; Florian Bernard 001 (Comput. Graph. Forum, 2025)

Symmetry Understanding of 3D Shapes via Chirality Disentanglement. - Weikang Wang 004; Tobias Weißberg; Nafie El Amrani; Florian Bernard 001 (CoRR, 2025)

Hyper Diffusion Avatars: Dynamic Human Avatar Generation Using Network Weight Space Diffusion. - Dongliang Cao; Guoxing Sun 001; Marc Habermann; Florian Bernard 001 (3DV, 2026)

An Integer Linear Programming Approach to Geometrically Consistent Partial-Partial Shape Matching. - Viktoria Ehm; Paul Roetzer; Florian Bernard 001; Daniel Cremers (3DV, 2026)

TwoSquared: 4D Generation from 2D Image Pairs. - Lu Sang; Zehranaz Canfes; Dongliang Cao; Riccardo Marin; Florian Bernard 001; Daniel Cremers (3DV, 2026)

Symmetry Informative and Agnostic Feature Disentanglement for 3D Shapes. - Tobias Weißberg; Weikang Wang 004; Paul Roetzer; Nafie El Amrani; Florian Bernard 001 (3DV, 2026)

Jailbreaking LLMs Without Gradients or Priors: Effective and Transferable Attacks. - Zhakshylyk Nurlanov; Frank R. Schmidt; Florian Bernard 001 (CoRR, 2026)

Non-Rigid 3D Shape Correspondences: From Foundations to Open Challenges and Opportunities. - Aleksei Zhuravlev; Lennart Bastian; Dongliang Cao; Nafie El Amrani; Paul Roetzer; Viktoria Ehm; Riccardo Marin; Hiroki Nishizawa; Shigeo Morishima; Christian Theobalt; Nassir Navab; Daniel Cremers; et al. (CoRR, 2026)