Marvin Klingner
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
WACV (3)
CVPR (1)
ECCV (1)
Top co-authors
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 pre-training
(1)
multi-modal 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