Yilin Chen
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Skills
Timeline
Professional experience for Yilin Chen
- Current 3 years, since Oct 2023
Student Research Assistant
Fraunhofer IPA
• Explainable AI algorithm • Development and implementation of algorithms for structural equivalence analysis, integrating data-processing pipelines to enable efficient feature analysis and visualization • Conception and evaluation of new approaches to feature importance analysis with decision trees compared to SHAP and LIME
- 3 months, Jul 2020 - Sep 2020
Intern
China Automotive Technology and Research Center
• Participated in collecting and annotating multimodal autonomous driving sensor data, including high-resolution cameras, radar, and LiDAR • Designed and implemented workflows for data preprocessing, including noise reduction and format standardization, to ensure the usability of collected datasets • Evaluated sensor performance and dataset quality under varying environmental conditions (e.g., rain, fog, low-light scenarios)
Educational background for Yilin Chen
- Current 5 years, since Oct 2021
Robotics, Cognition, Intelligence
Technical University of Munich
Thesis: Uncertainty Quantification in Deep Learning-based Deformable Medical Image Registration / Current Grade: 1.4
- 4 years and 11 months, Sep 2016 - Jul 2021
Vehicle engineering
Tongji University
Thesis: Research on Modeling and Simulation of Road Environmental Perception of Autonomous Driving / Grade: 1.4
Languages
Chinese
C2 (Expert / native speaker)
English
C1 (Fluent)
German
C1 (Fluent)
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