Here's the presentation from my ICCV 2025 keynote in Hawaii. Thanks to organizing team of the 2nd Workshop on the Challenge Of Out Of Label Hazards In Autonomous Driving. The presentation sheds light on a crucial, yet understudied area. While we've made great strides in object detection and geo-localization of driving scene objects, conflation of these objects, including unexpected road closures, to digital maps at scale & the involved autonomous driving navigation methods remain less studied.
Slides