Guillaume Bourmaud
7 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (18) π Conference Polyglot Β· Bronze
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Unstoppable Β· Bronze
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Computer Vision
(5)
Analysis
(5)
Machine Learning
(2)
Mathematics & Optimization
(2)
Core AI Β· Computer Vision
(2)
Optimization
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Robotics
(1)
Capabilities
(1)
Core AI Β· Artificial Intelligence
(1)
Core Methods
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
camera pose estimation
(3)
feature learning
(1)
belief propagation
(1)
optimal transport
(1)
feature matching
(1)
3d vision
(1)
neural network optimization
(1)
outlier detection
(1)
image matching
(1)
visual slam
(1)
robust estimation
(1)
outlier removal
(1)
occlusion handling
(1)
geometric reasoning
(1)
multi-objective optimization
(1)
visual correspondence
(1)
novel view synthesis
(1)
image descriptor
(1)
3d geometry
(1)
simultaneous localization and mapping
(1)
Papers
RUBIK: A Structured Benchmark for Image Matching across Geometric Challenges
CVPR 2025
Visual Correspondence Hallucination
ICLR 2022
Neural Reprojection Error: Merging Feature Learning and Camera Pose Estimation
CVPR 2021
S2DNet: Learning Image Features for Accurate Sparse-to-Dense Matching
ECCV 2020
Pareto Meets Huber: Efficiently Avoiding Poor Minima in Robust Estimation
ICCV 2019
Descending, lifting or smoothing: Secrets of robust cost optimization
ECCV 2018
Robust Large Scale Monocular Visual SLAM
CVPR 2015