Perception-Driven ML: How to develop benchmarks for camera- and LIDAR-related perception?
Next-Generation Radar: How to include intelligent radars into AV sensor suits?
Camera Technology & Computer Vision Algorithms: How to turn cameras into primary sensors for object recognition and classification, localization, decision-making, trajectory planning, and vehicle control?
Open/Modular Verification & Validation: How to manage rapidly changing test requirements?
Sensor Fusion: How to properly weigh sensors at run-time?
Perception Stress Testing: How to automatically identify where perception is brittle using unlabelled data?
Vision Geometry & Deep Neural Networks: How to verify deep learning detection with vision geometric principles?
Reinforcement Learning for Vehicular Path Planning: How to make use of deep learning for AVs?
Full Stack Software Suites for AI: How to develop hardware-agnostic and scalable solutions?
Self-Supervised Learning for AVs: How to collect and label data at scale?
Data Processing & AI: How to develop software architectures and overcome hardware challenges?
Interpretable Learning for AVs: How to use visual explanations that causally influence CNN output?
Sensor Selection, Design & Innovation: Which are the latest technologies?
Weather & Vision Environments: How to ensure safety in unfamiliar and challenging weather environments?
The Software-Defined Car: What is the role of SDV in ADAS?
Selected industry case studies provide insights into new strategic approaches, project planning, and operational execution. Learn from the most successful practices and leverage these real-world results for benchmarking against your competitors.
Engage in multiple themed discussion rounds with rotating topics, participants, and group dynamics.
Join moderated roundtables the evening before the first conference day. The Icebreaker offers the perfect opportunity to kick off the event in a relaxed and informal setting.
A moderated conversation where industry experts explore current and future topics from multiple perspectives.
As the name suggests, you'll have 3 minutes to meet fellow attendees and learn why they're here. Be sure to hHave your business cards ready!
Schedule exclusive, pre-qualified one-on-one meetings with potential customers.
Unwind and enjoy great food and drinks in a relaxed atmosphere — the perfect way to conclude an exciting and eventful day.
Collaborate with colleagues and peers to discuss industry challenges and work together to develop tailored solutions with all participants.
Explore selected examples from our partners that showcase current trends, innovations, and practical implementation possibilities. Learn from their most successful projects and leverage their services and technologies to tackle your challenges.
Make meaningful connections! Our digital platform uses intelligent matching to help participants discover the right people to meet.