CARIAD SE
Master Thesis - Scenario Generation for Autonomous Driving with Generative Models(m/w/x)
Full-timeInternshipOn-site
Ingolstadt, München, Berlin
New Job?Nejo!
The AI Job Search Engine
AU
AumovioInternship - Enhancing a Diffusion-Based Traffic Scene Generation Model for Closed-Loop Simulation(m/w/x)
Berlin
Full-timeInternshipOn-site
AI/ML
Description
In this internship, you will play a key role in enhancing a diffusion-based traffic scene generation model, focusing on improving generation quality and developing a critic module for automated quality assessment in closed-loop simulations.
Let AI find the perfect jobs for you!
Upload your CV and Nejo AI will find matching job offers for you.
Requirements
- •Enrollment in Computer Science, Electrical Engineering, Robotics, AI, or related field
- •Solid programming skills in Python
- •Experience with deep learning frameworks (preferably PyTorch)
- •Prior experience with diffusion models or generative modeling
- •Strong command of English (spoken and written)
- •German language skills are a plus
- •Independent, reliable, and collaborative working style
- •Strong problem-solving skills
Education
Currently in higher education
Tasks
- •Conduct a familiarization phase and baseline analysis of the current diffusion model
- •Enhance the diffusion model using improved conditioning and data augmentation
- •Fine-tune the model with reinforcement learning methods
- •Develop a critic model to assess scene realism, safety, and consistency
- •Integrate the improved generator and critic into the simulation framework
- •Conduct a comprehensive evaluation in closed-loop settings
Tools & Technologies
PythonPyTorch
Languages
English – Business Fluent
German – Basic
Benefits
Flexible Working
- •Flexible working hours
Bonuses & Incentives
- •Performance-based remuneration
Mentorship & Coaching
- •Qualified support by experts
Healthcare & Fitness
- •Health-oriented workplace
- •Health courses and sports activities
Public Transport Subsidies
- •Subsidy Germany Ticket
Other Benefits
- •Regular interns table
Team Events
- •Regular team events
Free or Subsidized Food
- •Company restaurant
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Aumovio and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
Not a perfect match?
- Dornier Group
Praktikant im Bereich Mobilität und Verkehr(m/w/x)
Full-timeInternshipOn-siteBerlin - sensmore
Internship / MS thesis – Robotics Engineer(m/w/x)
Full-timeInternshipOn-siteBerlin, Potsdam - Fraunhofer-Gesellschaft
Pflichtpraktikum im Bereich Extended Reality - Industrial Metaverse(m/w/x)
Full-timeInternshipOn-siteBerlin - Fraunhofer-Gesellschaft
Software development: virtual reality and augmented reality(m/w/x)
Full-timeInternshipOn-siteBerlin
AU
AumovioInternship - Enhancing a Diffusion-Based Traffic Scene Generation Model for Closed-Loop Simulation(m/w/x)
Berlin
Full-timeInternshipOn-site
AI/ML
New Job?Nejo!
The AI Job Search Engine
Description
In this internship, you will play a key role in enhancing a diffusion-based traffic scene generation model, focusing on improving generation quality and developing a critic module for automated quality assessment in closed-loop simulations.
Let AI find the perfect jobs for you!
Upload your CV and Nejo AI will find matching job offers for you.
Requirements
- •Enrollment in Computer Science, Electrical Engineering, Robotics, AI, or related field
- •Solid programming skills in Python
- •Experience with deep learning frameworks (preferably PyTorch)
- •Prior experience with diffusion models or generative modeling
- •Strong command of English (spoken and written)
- •German language skills are a plus
- •Independent, reliable, and collaborative working style
- •Strong problem-solving skills
Education
Currently in higher education
Tasks
- •Conduct a familiarization phase and baseline analysis of the current diffusion model
- •Enhance the diffusion model using improved conditioning and data augmentation
- •Fine-tune the model with reinforcement learning methods
- •Develop a critic model to assess scene realism, safety, and consistency
- •Integrate the improved generator and critic into the simulation framework
- •Conduct a comprehensive evaluation in closed-loop settings
Tools & Technologies
PythonPyTorch
Languages
English – Business Fluent
German – Basic
Benefits
Flexible Working
- •Flexible working hours
Bonuses & Incentives
- •Performance-based remuneration
Mentorship & Coaching
- •Qualified support by experts
Healthcare & Fitness
- •Health-oriented workplace
- •Health courses and sports activities
Public Transport Subsidies
- •Subsidy Germany Ticket
Other Benefits
- •Regular interns table
Team Events
- •Regular team events
Free or Subsidized Food
- •Company restaurant
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Aumovio and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
Aumovio
Industry
Automotive
Description
Das Unternehmen AUMOVIO bietet ein breites Portfolio für sichere, vernetzte und autonome Mobilität, einschließlich Sensorlösungen und Softwareexpertise.
Not a perfect match?
- CARIAD SE
Master Thesis - Scenario Generation for Autonomous Driving with Generative Models(m/w/x)
Full-timeInternshipOn-siteIngolstadt, München, Berlin - Dornier Group
Praktikant im Bereich Mobilität und Verkehr(m/w/x)
Full-timeInternshipOn-siteBerlin - sensmore
Internship / MS thesis – Robotics Engineer(m/w/x)
Full-timeInternshipOn-siteBerlin, Potsdam - Fraunhofer-Gesellschaft
Pflichtpraktikum im Bereich Extended Reality - Industrial Metaverse(m/w/x)
Full-timeInternshipOn-siteBerlin - Fraunhofer-Gesellschaft
Software development: virtual reality and augmented reality(m/w/x)
Full-timeInternshipOn-siteBerlin