Evaluation

Scaling Laws for Autonomous Driving Models
The evaluation of the scaling laws applied to Autonomous Driving models, specifically in Behavior and Perception.
Dec 14, 2023 2:15 PM 2023 ML4AD Symposium
Aleksandr Petiushko Александр Петюшко
Slides Video
Scaling Laws for Autonomous Driving Models
Autonomy: Open Questions
Open unsolved questions to the Autonomy Stack, its Safety, and Evaluation.
Mar 26, 2023 12:00 AM 2023 Spring Berkeley Retreat
Aleksandr Petiushko Александр Петюшко
Slides
Autonomy: Open Questions
Autonomy Challenges
A holistic approach to understand the challenges that Autonomy faces.
Oct 11, 2022 6:00 PM Berkeley DeepDrive Lecture
Aleksandr Petiushko Александр Петюшко
Slides Video
Autonomy Challenges
Image processor with evaluation layer implementing software and hardware algorithms of different precision
An image processor comprises image processing circuitry implementing a plurality of processing layers including at least an evaluation …
Pavel Aliseychik, Ivan Mazurenko, Aleksey Letunovskiy, Aleksandr Petiushko Александр Петюшко, Alexander Kholodenko
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Image processor with evaluation layer implementing software and hardware algorithms of different precision