Marvin Klingner

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

Venues

WACV (3) CVPR (1) ECCV (1)

Top co-authors

Senthil Yogamani (4) Varun Ravi Kumar (3) Fatih Porikli (2) Shubhankar Borse (2) Tim Fingscheidt (2) Patrick Mader (1) Hong Cai (1) Camille Maurice (1) Jan-Aike Termhlen (1) B Ravi Kiran (1)

Research topics

Computer Vision (4) Domain-Specific (4) Machine Learning (3) Analysis (3) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Application Areas (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

semantic segmentation (3) autonomous driving (2) self-supervised learning (2) scene understanding (1) knowledge distillation (1) depth estimation (1) cross-modal learning (1) monocular depth estimation (1) distance estimation (1) 3d object detection (1) self-supervised pretraining (1) multimodal fusion (1) feature distillation (1) cross-modal distillation (1) view transformation (1) multi-camera 3d object detection (1) fisheye camera (1) perspective view (1) feature alignment (1) bird's eye view segmentation (1)

Papers

S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving WACV 2025 X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection CVPR 2023 X-Align: Cross-Modal Cross-View Alignment for Bird's-Eye-View Segmentation WACV 2023 SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized With Semantic Segmentation for Autonomous Driving WACV 2021 Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance ECCV 2020