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CO-LOCATED EVENTS

Speaker

Jochen Abhau

Team Leader Algorithms & Machine Learning, ZF Friedrichshafen AG

Jochen Abhau is the Team Leader Algorithms & Machine Learning at ZF Group and has over 14 years of experience in the automotive industry.

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Sessions

What does end-to-end really mean in the context of autonomous driving systems?

3 | End-to-end Café

Tuesday, September 30

11:00 am - 03:00 pm

Live in Berlin

Less Details

  • To what extent are end-to-end methods currently being used in ADAS and L2+/L3 functions, and what real-world results or limitations have been observed?
  • What are the most significant benefits seen from applying end-to-end architectures in terms of performance, scalability, and system complexity reduction?
  • What technical, regulatory, or safety challenges are still preventing broader adoption of end-to-end approaches in higher levels of autonomy?
  • How do end-to-end approaches affect system explainability, validation, and public/regulatory trust—and how can these concerns be addressed effectively?
  • What architectural patterns (e.g. hybrid modular + end-to-end, cascaded networks, or hierarchical learning) are emerging as viable compromises in current development?
Workshop

World Café Harvesting Session

Tuesday, September 30

03:30 pm - 04:00 pm

Live in Berlin

Less Details

WP World Cafe

Presenting the results of our World Cafés: The moderators summarize the key takeaways of their World Café Round Tables on the main stage and share the main findings with all attendees.

Presentation

Company

ZF Friedrichshafen AG

https://www.zf.com
ZF is a global technology company supplying advanced mobility products and systems for passenger cars, commercial vehicles and industrial technology. Its comprehensive product range is primarily aimed at vehicle manufacturers, mobility providers and start-up companies in the fields of transportation and mobility. ZF electrifies a wide range of vehicle types. With its products, the company contributes to reducing emissions, protecting the climate as well as enhancing safe mobility. Alongside the automotive sector – passenger cars and commercial vehicles – ZF also serves market segments such as construction and agricultural machinery, wind power, marine propulsion, rail drives and test systems.
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