Sascha Rosbach

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I am a Staff Computer Vision and Robotics Engineer at Deltia GmbH, a Berlin-based startup founded within the Merantix Group ecosystem.

My research and engineering focus on building Vision-Language Models for manufacturing, enabling our clients to gain insights through temporal action segmentation and leveraging these models in robotic learning to automate manual assembly tasks.

I obtained my Ph.D. under the supervision of Prof. Stefan Roth, Ph.D. in the Visual Inference Group at Technische Universität Darmstadt. During my Ph.D., I was employed by Volkswagen Group Research and Cariad SE, where I was a major contributor to the VW Group’s decision-making and planning system for fully automated driving, working alongside Simon Großjohann and Silviu Homoceanu. My research focused on unifying prediction and planning in a hybrid approach to implement humanlike, assertive, and safe driving in interactive environments.

I am passionate about designing and engineering AI systems that work under real-world conditions.

news

Nov 1, 2024 Started as a Staff Computer Vision and Robotics Engineer at Deltia GmbH.
Oct 1, 2020 Transitioned from Volkswagen Group Research to CARIAD SE.

selected publications

  1. pixelvalue.png
    Pixel state value network for combined prediction and planning in interactive environments
    Sascha Rosbach, Stefan Leupold, Simon Großjohann, and Stefan Roth
    In arXiv Preprint, 2023