Florian Bernard 0001

40 publications

8 venues

H Index 14

Name Venue Year citations
Higher-Order Ratio Cycles for Fast and Globally Optimal Shape Matching. CVPR 2025 1
4Deform: Neural Surface Deformation for Robust Shape Interpolation. CVPR 2025 7
EchoMatch: Partial-to-Partial Shape Matching via Correspondence Reflection. CVPR 2025 4
Towards Optimizing Large-Scale Multi-Graph Matching in Bioimaging. CVPR 2025 1
Implicit Neural Surface Deformation with Explicit Velocity Fields. ICLR 2025 7
SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency. CVPR 2024 13
Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation. CVPR 2024 23
Synchronous Diffusion for Unsupervised Smooth Non-rigid 3D Shape Matching. ECCV 2024 6
Unsupervised 3D Structure Inference from Category-Specific Image Collections. CVPR 2024 0
Partial-to-Partial Shape Matching with Geometric Consistency. CVPR 2024 16
DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching. ECCV 2024 0
Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs. ECML/PKDD 2024 0
$C^2M^3$: Cycle-Consistent Multi-Model Merging. NIPS/NeurIPS 2024 0
ΣIGMA: Scale-Invariant Global Sparse Shape Matching. ICCV 2023 9
Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching. CVPR 2023 28
Universe Points Representation Learning for Partial Multi-Graph Matching. AAAI 2023 0
Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching. CVPR 2023 0
A Comparative Study of Graph Matching Algorithms in Computer Vision. ECCV 2022 28
The Probabilistic Normal Epipolar Constraint for Frame- To-Frame Rotation Optimization under Uncertain Feature Positions. CVPR 2022 14
A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching. CVPR 2022 28
A Unified Framework for Implicit Sinkhorn Differentiation. CVPR 2022 31
Unsupervised Deep Multi-shape Matching. ECCV 2022 46
Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections. AAAI 2022 0
Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation. NIPS/NeurIPS 2021 14
i3DMM: Deep Implicit 3D Morphable Model of Human Heads. CVPR 2021 0
Isometric Multi-Shape Matching. CVPR 2021 0
HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization. ECCV 2020 91
High-Fidelity Monocular Face Reconstruction Based on an Unsupervised Model-Based Face Autoencoder. TPAMI 2020 75
MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment. CVPR 2020 28
StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images. CVPR 2020 440
A Convex Relaxation for Multi-Graph Matching. CVPR 2019 54
FML: Face Model Learning From Videos. CVPR 2019 0
HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching. ICCV 2019 0
GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB. CVPR 2018 0
DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems. CVPR 2018 0
Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz. CVPR 2018 0
MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction. ICCV 2017 579
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching. CVPR 2017 0
Linear Shape Deformation Models with Local Support Using Graph-Based Structured Matrix Factorisation. CVPR 2016 0
A solution for multi-alignment by transformation synchronisation. CVPR 2015 0
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