In this PhD project, you will investigate neural 3D scene representations, including neural radiance fields, Gaussian splatting, and implicit occupancy models, and adapt them to the unique challenges of in-cabin perception. * You will leverage this asymmetry as an advantage by using the known cabin geometry as built-in supervision and by incorporating modern 3D-aware diffusion models as learned priors. * Your work will combine fundamental research in 3D computer vision and generative modeling with the practical goal of making vehicles safer for everyone on board. o experience in machine learning using PyTorch ideally with vision-based models and neural scene representation - o good programming skills in Python and solid foundations in computer vision and 3D geometry, including camera models, projective geometry, and multi-view constraints
In this PhD project, you will investigate neural 3D scene representations, including neural radiance fields, Gaussian splatting, and implicit occupancy models, and adapt them to the unique challenges of in-cabin perception. * You will leverage this asymmetry as an advantage by using the known cabin geometry as built-in supervision and by incorporating modern 3D-aware diffusion models as learned priors. * Your work will combine fundamental research in 3D computer vision and generative modeling with the practical goal of making vehicles safer for everyone on board. o experience in machine learning using PyTorch ideally with vision-based models and neural scene representation - o good programming skills in Python and solid foundations in computer vision and 3D geometry, including camera models, projective geometry, and multi-view constraints
Very good command of programming languages * Act as a role model and strive for impact in a collaborative and transparent way * Excellent team player and good communication skills (in English, German or other languages are a plus)
Very good command of programming languages * Act as a role model and strive for impact in a collaborative and transparent way * Excellent team player and good communication skills (in English, German or other languages are a plus)
• Profound knowledge of the programming language C with focus on embedded applications, Python and C++ knowledge is an advantage • You like to work in a team with other experts and have good English language skills, German language proficiency is a plus
• Profound knowledge of the programming language C with focus on embedded applications, Python and C++ knowledge is an advantage • You like to work in a team with other experts and have good English language skills, German language proficiency is a plus
Entwicklung praxisnaher Lösungen: von End-2-End Performance-Steigerungen bis hin zu Operating Models, Transformationen und neuen Organisationsstrukturen
Entwicklung praxisnaher Lösungen: von End-2-End Performance-Steigerungen bis hin zu Operating Models, Transformationen und neuen Organisationsstrukturen
Wie viele offene Stellenangebote gibt es für Modeling Language Jobs in Goslar?
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Folgende Orte sind auch interessant für Leute, die in Goslar einen Modeling Language Job suchen: Braunschweig, Hildesheim, Salzgitter.
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Welche Fähigkeiten braucht man für Modeling Language Jobs in Goslar??
Für einen Modeling Language Job in Goslar sind folgende Fähigkeiten von Vorteil: Kommunikation, Entwicklung, Praxisorientiert, Projektkompetenz, Vertrieb.
Wie viele offene Teilzeit-Stellen gibt es für Modeling Language Jobs in Goslar?
Für Modeling Language Jobs in Goslar gibt es aktuell 5 offene Teilzeitstellen.