Francois Lauze

3 papers · 2015–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

🚀 Conference Pioneer

Venues

CVPR (2) MICCAI (1)

Top co-authors

Martin Lauritzen (1) Tao Wu (1) Julius B. Kirkegaard (1) Aasa Feragen (1) Yvain Queau (1) Rasmus Netterstrøm (1) Daniel Cremers (1) Jean-Denis Durou (1) Soren Hauberg (1) Nikolay P. Kutuzov (1)

Research topics

Machine Learning (2) Mathematics & Optimization (2) Optimization (2) Computer Vision (1) Deep Learning (1) Analysis (1) Core Methods (1) Mathematics (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Processing (1)

Keywords

non-convex optimization (1) variational inference (1) surface reconstruction (1) gaussian kernel (1) robust estimation (1) photometric stereo (1) riemannian manifold (1) least square (1) positive definiteness (1) positive definite kernel (1) geodesic distance (1) variational method (1) kernel methods (1) geodesic metric space (1) conditionally negative definite (1) laplacian kernel (1) lighting calibration (1) positive definite (1)

Papers

In vivo deep learning estimation of diffusion coefficients of nanoparticles MICCAI 2024 A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR 2017 Geodesic Exponential Kernels: When Curvature and Linearity Conflict CVPR 2015