Hugo Germain

5 papers · 2020–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

CVPR (2) ICLR (2) ECCV (1)

Top co-authors

Vincent Lepetit (4) Guillaume Bourmaud (3) Stephan Richter (1) Paul-Edouard Sarlin (1) Carl Toft (1) Yichao Zhou (1) Marc Pollefeys (1) Vladlen Koltun (1) Alexey Bochkovskiy (1) Marcel Santos (1)

Research topics

Computer Vision (4) Analysis (4) Deep Learning (3) Machine Learning (2) Core Methods (2) Learning Types (2) Architectures (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

feature learning (2) camera pose estimation (2) metric learning (1) vision transformer (1) pose estimation (1) optimal transport (1) feature matching (1) 3d vision (1) monocular depth estimation (1) visual feature learning (1) camera localization (1) neural network optimization (1) occlusion handling (1) geometric reasoning (1) visual correspondence (1) image descriptor (1) visual feature (1) 3d geometry (1) 6dof pose estimation (1) reprojection error (1)

Papers

Depth Pro: Sharp Monocular Metric Depth in Less Than a Second ICLR 2025 Visual Correspondence Hallucination ICLR 2022 Back to the Feature: Learning Robust Camera Localization From Pixels To Pose CVPR 2021 Neural Reprojection Error: Merging Feature Learning and Camera Pose Estimation CVPR 2021 S2DNet: Learning Image Features for Accurate Sparse-to-Dense Matching ECCV 2020