Florian Bernard

Fast Markov Random Field Optimisation for Topologically Noisy 3D Shape Matching CVPR 2026 Teaching DINOv3 About Partial 3D Geometry: A Self-Supervised Geometry-Aware Approach CVPR 2026 4Deform: Neural Surface Deformation for Robust Shape Interpolation CVPR 2025 EchoMatch: Partial-to-Partial Shape Matching via Correspondence Reflection CVPR 2025 Fast Globally Optimal and Geometrically Consistent 3D Shape Matching ICCV 2025 Higher-Order Ratio Cycles for Fast and Globally Optimal Shape Matching CVPR 2025 Implicit Neural Surface Deformation with Explicit Velocity Fields ICLR 2025 kh: Symmetry Understanding of 3D Shapes via Chirality Disentanglement ICCV 2025 Towards Optimizing Large-Scale Multi-Graph Matching in Bioimaging CVPR 2025 $C^2M^3$: Cycle-Consistent Multi-Model Merging NeurIPS 2024 A Universal and Flexible Framework for Unsupervised Statistical Shape Model Learning MICCAI 2024 DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching ECCV 2024 FIRe: Fast Inverse Rendering Using Directional and Signed Distance Functions WACV 2024 Partial-to-Partial Shape Matching with Geometric Consistency CVPR 2024 Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation CVPR 2024 SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency CVPR 2024 Synchronous Diffusion for Unsupervised Smooth Non-Rigid 3D Shape Matching ECCV 2024 Unsupervised 3D Structure Inference from Category-Specific Image Collections CVPR 2024 Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching CVPR 2023 Neural Implicit Representations for Physical Parameter Inference From a Single Video WACV 2023 Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching CVPR 2023 SIGMA: Scale-Invariant Global Sparse Shape Matching ICCV 2023 Universe Points Representation Learning for Partial Multi-Graph Matching AAAI 2023 A Comparative Study of Graph Matching Algorithms in Computer Vision ECCV 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 The Probabilistic Normal Epipolar Constraint for Frame-to-Frame Rotation Optimization Under Uncertain Feature Positions CVPR 2022 Unsupervised Deep Multi-Shape Matching ECCV 2022 i3DMM: Deep Implicit 3D Morphable Model of Human Heads CVPR 2021 Isometric Multi-Shape Matching CVPR 2021 Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation NeurIPS 2021 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 StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images CVPR 2020 A Convex Relaxation for Multi-Graph Matching CVPR 2019 FML: Face Model Learning From Videos 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