Vincent Gaudillière

4 papers · 2022–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

CVPR (2) WACV (2)

Top co-authors

Djamila Aouada (4) Mohamed Adel Musallam (2) Nassim Ali Ousalah (1) Abd El Rahman Shabayek (1) Peyman Rostami (1) Romain Hermary (1) Kassem Al Ismaeil (1) Miguel Ortiz del Castillo (1) Enjie Ghorbel (1) Anis Kacem (1)

Research topics

Computer Vision (3) Machine Learning (3) Analysis (3) Application Areas (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

contrastive learning (2) domain generalization (1) anomaly detection (1) self-supervised learning (1) riemannian geometry (1) convolutional neural network (1) symmetric positive definite matrix (1) visual place recognition (1) geometric learning (1) camera pose (1) object pose estimation (1) pose regression (1) cholesky decomposition (1) feature perturbation (1) one-class classification (1) predictive learning (1) absolute pose (1) pseudo-anomaly generation (1) geometric bias removal (1) equivariant feature (1)

Papers

Cov2Pose: Leveraging Spatial Covariance for Direct Manifold-aware 6-DoF Object Pose Estimation CVPR 2026 Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation WACV 2025 Self-Supervised Learning for Place Representation Generalization Across Appearance Changes WACV 2024 Leveraging Equivariant Features for Absolute Pose Regression CVPR 2022