← Authors

Florian Bernard

43 papers · 2015–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (55) 🧭 Keyword Pioneer 🏠 Conference Loyalist (25) 🀝 Dynamic Duo (17) πŸ”¬ Deep Specialist (24) πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (171) πŸ”₯ Unstoppable (11) ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ’Ž Century Club (43)

Conferences

CVPR (25) ECCV (5) ICCV (5) AAAI (2) NIPS (2) WACV (2) ICLR (1) MICCAI (1)

Top co-authors

Daniel Cremers (17) Christian Theobalt (12) Dongliang Cao (9) Paul Roetzer (9) Johan Thunberg (6) Ayush Tewari (6) Paul Swoboda (5) Nafie El Amrani (4) Zorah LΓ€hner (4) Patrick PΓ©rez (4)

Research topics

Computer Vision (1)

Keywords

cycle consistency (7) shape matching (7) graph matching (6) 3d shape matching (6) geometric consistency (5) point cloud (4) 3d reconstruction (4) functional map (3) multi-graph matching (3) combinatorial optimization (3) 3d face reconstruction (3) shape correspondence (3) non-rigid matching (2) implicit neural representation (2) quadratic optimization (2) convex optimization (2) self-supervised learning (2) pose estimation (2) geometric deep learning (2) 3d vision (2)

Papers

EchoMatch: Partial-to-Partial Shape Matching via Correspondence Reflection CVPR 2025
4Deform: Neural Surface Deformation for Robust Shape Interpolation CVPR 2025
Implicit Neural Surface Deformation with Explicit Velocity Fields ICLR 2025
Fast Globally Optimal and Geometrically Consistent 3D Shape Matching ICCV 2025
kh: Symmetry Understanding of 3D Shapes via Chirality Disentanglement ICCV 2025
Higher-Order Ratio Cycles for Fast and Globally Optimal Shape Matching CVPR 2025
Towards Optimizing Large-Scale Multi-Graph Matching in Bioimaging CVPR 2025
FIRe: Fast Inverse Rendering Using Directional and Signed Distance Functions WACV 2024
$C^2M^3$: Cycle-Consistent Multi-Model Merging NIPS 2024
Partial-to-Partial Shape Matching with Geometric Consistency CVPR 2024
SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency CVPR 2024
Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation CVPR 2024
Unsupervised 3D Structure Inference from Category-Specific Image Collections CVPR 2024
Synchronous Diffusion for Unsupervised Smooth Non-Rigid 3D Shape Matching ECCV 2024
DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching ECCV 2024
A Universal and Flexible Framework for Unsupervised Statistical Shape Model Learning MICCAI 2024
Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching CVPR 2023
Universe Points Representation Learning for Partial Multi-Graph Matching AAAI 2023
Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching CVPR 2023
Neural Implicit Representations for Physical Parameter Inference From a Single Video WACV 2023
SIGMA: Scale-Invariant Global Sparse Shape Matching ICCV 2023
Unsupervised Deep Multi-Shape Matching ECCV 2022
A Comparative Study of Graph Matching Algorithms in Computer Vision ECCV 2022
The Probabilistic Normal Epipolar Constraint for Frame-to-Frame Rotation Optimization Under Uncertain Feature Positions CVPR 2022
A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching CVPR 2022
A Unified Framework for Implicit Sinkhorn Differentiation CVPR 2022
Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections AAAI 2022
Isometric Multi-Shape Matching CVPR 2021
Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation NIPS 2021
i3DMM: Deep Implicit 3D Morphable Model of Human Heads CVPR 2021
StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images CVPR 2020
HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization ECCV 2020
MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment CVPR 2020
FML: Face Model Learning From Videos CVPR 2019
A Convex Relaxation for Multi-Graph Matching CVPR 2019
HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching ICCV 2019
DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems CVPR 2018
GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB CVPR 2018
Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz CVPR 2018
A Combinatorial Solution to Non-Rigid 3D Shape-To-Image Matching CVPR 2017
MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction ICCV 2017
Linear Shape Deformation Models With Local Support Using Graph-Based Structured Matrix Factorisation CVPR 2016
A Solution for Multi-Alignment by Transformation Synchronisation CVPR 2015