Doctorant PhD Thesis CIFRE "Architectures de fusion multimodale spatio-temporelle pour la perception automobile robuste appliquée aux cas d’usage NCAP et ADAS de niveau L2/L2+/L2++" (H/F)
FR REN AMPERE S.T. - SOPHIA, France
EUR 43K-43K (estimate) Senior-level Full Time
Tasks
- Analyze sensor asynchronism and temporal dimension handling
- Conduct literature review on multimodal sensor fusion architectures
- Design multimodal spatiotemporal perception architectures
- Develop perception architectures using camera radar and vehicle sensors
- Evaluate solutions for ADAS scenarios with robustness and latency constraints
- Publish research and develop demonstrators and patentable innovations
- Train deep learning models on real world datasets
Perks/Benefits
- N/A
Skills/Tech-stack
C# | C++ | Computer Vision | Data Science | Deep learning | Foundation Models | Git | Linux | Machine Learning | Multimodal Perception | PyTorch | Python | Self-Supervised Learning | Self-supervised | Sensor fusion | Spatiotemporal modeling | Supervised Learning | TensorFlow | Transformers
Education
Roles
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