The BRAVO workshop presents a unique opportunity for researchers, industry experts, and policymakers to come together and address the critical challenge of trustworthy validation for autonomous vehicle systems on open roads.
The advances in artificial intelligence and computer vision propel the rise of highly automated ADAS and AVs, with the potential to revolutionize transportation and mobility services. However, deploying data-driven safety-critical systems with limited onboard resources and enduring guarantees on open roads remains a significant challenge.
To ensure safe deployment, ADAS/AVs must demonstrate the ability to navigate a wide range of driving conditions, including rare and dangerous situations, severe perturbations, and even adversarial attacks. Additionally, those capabilities must be ascertained to regulatory bodies, to secure certification, and to users, to earn their confidence.
The BRAVO workshop seeks to foster collaboration and innovation in developing tools and testbeds for assessing and enhancing the robustness, generalization power, transparency, and verification of computer vision models for ADAS/AVs. By working together, we can contribute to a safer, more efficient, and sustainable future for transportation.
We invite you to join us at the BRAVO workshop to explore solutions and contribute to developing reliable, robust computer vision for autonomous vehicles. Together, we can shape the future of transportation, ensuring safety and efficiency for all road users.
