Martin Simon
5 papers · 2019–2025 · 4 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
(16)
Top co-authors
Research topics
Artificial Intelligence
(3)
Computer Vision
(3)
Deep Learning
(3)
Analysis
(3)
Core AI
(3)
Machine Learning
(2)
Architectures
(2)
Domain-Specific
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
graph neural network
(2)
point cloud registration
(2)
pose estimation
(2)
autonomous driving
(2)
temporal reasoning
(1)
information extraction
(1)
feature matching
(1)
point cloud
(1)
depth estimation
(1)
3d vision
(1)
instance segmentation
(1)
rule-based system
(1)
hybrid approach
(1)
table parsing
(1)
table processing
(1)
rule-based method
(1)
lidar odometry
(1)
large language model
(1)
sustainability reporting
(1)
fisheye camera
(1)
Papers
Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach
ACL 2025
MagneticPillars: Efficient Point Cloud Registration Through Hierarchized Birds-Eye-View Cell Correspondence Refinement
WACV 2024
StickyLocalization: Robust End-to-End Relocalization on Point Clouds Using Graph Neural Networks
WACV 2022
StickyPillars: Robust and Efficient Feature Matching on Point Clouds Using Graph Neural Networks
CVPR 2021
WoodScape: A Multi-Task, Multi-Camera Fisheye Dataset for Autonomous Driving
ICCV 2019