Uncertainty and Safety In Autonomous Driving

Aleksandr Petiushko Александр Петюшко
Slides Video

Date
Jun 11, 2025 9:00 AM
Event
Workshop on Uncertainty Quantification for Computer Vision (UQCV) at the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025
Location
2025 CVPR UQCV Workshop
Nashville, USA

Presentation at Workshop on Uncertainty Quantification for Computer Vision (UQCV) at the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025.

Autonomous Driving Self-driving Behavior Uncertainty Epistemic Uncertainty Safety OOD Markov Logic Network Traffic rule Telescopic Density-Ratio Estimation Validation Foundation Model
Aleksandr Petiushko Александр Петюшко
Aleksandr Petiushko Александр Петюшко
Sr. Director, Head of AI Research / Adjunct Professor / PhD

Principal R&D Researcher (20 years of experience), R&D Technical Leader (15 years of experience), and R&D Manager (10 years of experience). Running and managing industrial research and academic collaboration (45 publications, 40 patents). Hiring and transforming AI/ML teams. Inspired by theoretical computer science and how it changes the world.