Sebastian Koch

4 papers · 2019–2025 · 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 (12) 🐣 Hot Topic Early Bird

🧭 Keyword Pioneer

Venues

CVPR (3) WACV (1)

Top co-authors

Narunas Vaskevicius (3) Pedro Hermosilla (3) Mirco Colosi (3) Timo Ropinski (3) Marc Alexa (1) Johanna Wald (1) Daniele Panozzo (1) Francis Williams (1) Alexey Artemov (1) Federico Tombari (1)

Research topics

Computer Vision (4) Analysis (4) Artificial Intelligence (3) Core AI (3) Deep Learning (2) Knowledge & Reasoning (2) Learning Types · Deep Learning (2) Representation (2) Techniques (2) Machine Learning (1) Learning Types · Machine Learning (1) Optimization & Theory (1) Processing (1)

Keywords

vision-language model (2) point cloud (2) 3d scene graph (2) object detection (1) self-supervised learning (1) surface normal estimation (1) scene reconstruction (1) scene graph generation (1) geometric deep learning (1) scene graph (1) shape reconstruction (1) language model (1) neural radiance field (1) cad model (1) open vocabulary (1) 3d point cloud (1) 3d scene (1) relationship prediction (1) computer-aided design (1) 3d instance segmentation (1)

Papers

RelationField: Relate Anything in Radiance Fields CVPR 2025 Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships CVPR 2024 SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction WACV 2024 ABC: A Big CAD Model Dataset for Geometric Deep Learning CVPR 2019