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Self-Supervised Learning for Object Detection in Autonomous Driving
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving
Self-Supervised Pillar Motion Learning for Autonomous Driving
Self Driving Cars with Velodyne Lidar's David Hall
[ECCV 2022 Tutorial] Self-Supervision on Wheels: Advances in SSL from Autonomous Driving Data
SeFlow: A Self-Supervised Scene Flow Method in Autonomous Driving [ECCV'24]
Unified Perception: Models for Autonomous Driving | Sowmiya Narayanan Govindaraj | Conf42 ML 2026
Self-Supervised Learning for Perception Tasks in Automated Driving, Prof. Wolfram Burgard
UniPAD: A Universal Pre-training Paradigm for Autonomous Driving
David Held Seminar at the University of Michigan
RI Seminar: David Held: Robots Learning to Understand Environmental Changes
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Last Updated: August 21, 2026
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![[ECCV 2022 Tutorial] Self-Supervision on Wheels: Advances in SSL from Autonomous Driving Data](https://i.ytimg.com/vi/RhNZUyOubfE/mqdefault.jpg)
![SeFlow: A Self-Supervised Scene Flow Method in Autonomous Driving [ECCV'24]](https://i.ytimg.com/vi/fQqx2IES-VI/mqdefault.jpg)
