We are grateful that at CVPR 2026 four LOVC team members are recognised as Outstanding Area Chair (Florian Bernard) and as Outstanding Reviewers (Nafie El Amrani, Zhakshylyk Nurlanov, Paul Roetzer).

We will present two papers at ECCV 2026 in Malmö: Hyper-Network Neural Functional Maps for Unsupervised Robust 3D Shape Matching Unsupervised Pixel-Level Semantic Left-Right Understanding of In-the-Wild Images

We will present two papers at CVPR 2026 in Denver: Fast Markov Random Field Optimisation for Topologically Noisy 3D Shape Matching Teaching DINOv3 About Partial 3D Geometry: A Self-Supervised Geometry-Aware Approach

We are looking for multiple outstanding candidates (PhD/Postdoc, fully-funded) in our ERC Starting Grant project (HARMONY) that focuses on cutting-edge research in visual computing (see our press release for more details). The overarching aim of HARMONY is to understand commonalities in visual data (e.g. images, videos, 3D shapes), while relating these to underlying fundamental principles…

At SGP 2025 in Bilbao, we will present the papers: Beyond Complete Shapes: A Benchmark for Quantitative Evaluation of 3D Shape Matching Algorithms High-Resolution 3D Shape Matching with Global Optimality and Geometric Consistency At ICCV 2025 in Hawaii, we will present the papers: Symmetry Understanding of 3D Shapes via Chirality Disentanglement Fast Globally Optimal and…

We will present four papers at CVPR 2025 in Nashville: 4Deform: Neural Surface Deformation for Robust Shape Interpolation Higher-Order Ratio Cycles for Fast and Globally Optimal Shape Matching EchoMatch: Partial-to-Partial Shape Matching via Correspondence Reflection Towards Optimizing Large-Scale Multi-Graph Matching in Bioimaging More infos coming soon.

Two papers are conditionally accepted at the ECCV 2024 conference in Milan: Synchronous Diffusion for Unsupervised Smooth Non-Rigid 3D Shape Matching DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching One paper is accepted at the MICCAI 2024 in Marrakesh: A Universal and Flexible Framework for Unsupervised Statistical Shape Model Learning Preprints will be…

We are honored that our work SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency was selected as best student paper runner-up at CVPR 2024. Check out the article in Computer Vision News.  

We will present four papers at CVPR 2024 in Seattle: – SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency – Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation – Partial-to-Partial Shape Matching with Geometric Consistency – Unsupervised 3D Structure Inference from Category-Specific Image Collections

We will present our paper SIGMA: Scale-Invariant Global Sparse Shape Matching at ICCV 2023 in Paris.

Our paper Unsupervised Learning of Robust Spectral Shape Matching has been accepted to SIGGRAPH / TOG.

Two papers at CVPR: Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching

Our paper Universe Points Representation Learning for Partial Multi-Graph Matching has been accepted at AAAI 2023.

Our paper HandFlow: Quantifying View-Dependent 3D Ambiguity in Two-Hand Reconstruction with Normalizing Flow received the Best Paper Honorable Mention Award at VMV 2022.

Two submissions are accepted at ECCV 2022.  

Three submission are accepted at CVPR: A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching A Unified Framework for Implicit Sinkhorn Differentiation The Probabilistic Normal Epipolar Constraint for Frame-To-Frame Rotation Optimization under Uncertain Feature Positions

Our paper Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation has been accepted at NeurIPS 2021.

Florian Bernard received a CVPR 2021 Outstanding Reviewer Award.

Two submissions were accepted and selected for oral presentation at CVPR 2021: Isometric Multi-Shape Matching i3DMM: Deep Implicit 3D Morphable Model of Human Heads

Two ACM Transactions on Graphics (TOG) papers, to be presented at SIGGRAPH Asia, are now available: PIE: Portrait Image Embedding for Semantic Control RGB2Hands: Real-Time Tracking of 3D Hand Interactions from Monocular RGB Video