Corentin Sautier

3 papers · 2022–2024 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

CVPR (3)

Top co-authors

Gilles Puy (3) Renaud Marlet (3) Alexandre Boulch (3) Spyros Gidaris (2) Andrei Bursuc (2) Oriane Siméoni (1) Björn Michele (1) Patrick Pérez (1)

Research topics

Computer Vision (3) Deep Learning (3) Machine Learning (3) Domain-Specific (3) Learning Types · Deep Learning (3) Artificial Intelligence (2) Analysis (2) Application Areas (2) Learning Types · Machine Learning (2) Core AI (1) Learning Paradigms (1)

Keywords

knowledge distillation (2) autonomous driving (2) self-supervised learning (2) domain adaptation (1) object detection (1) point cloud (1) 3d vision (1) 3d object detection (1) foundation model (1) autonomous driving perception (1) feature distillation (1) domain gap (1) lidar semantic segmentation (1) 3d semantic segmentation (1) representation learning (1) 3d backbone (1) contrastive learning (1) semantic segmentation (1)

Papers

Three Pillars Improving Vision Foundation Model Distillation for Lidar CVPR 2024 ALSO: Automotive Lidar Self-Supervision by Occupancy Estimation CVPR 2023 Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data CVPR 2022