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[ECCV 2022 Tutorial] Self-Supervision on Wheels: Advances in SSL from Autonomous Driving Data
BTD11: State of the Art in Autonomous Driving
David Held: Self-supervised learning for autonomous driving
Ishan Misra: Self-Supervised Deep Learning in Computer Vision | Lex Fridman Podcast #206
Federated Self-Supervised Learning
UniPAD: A Universal Pre-training Paradigm for Autonomous Driving
Autonomy Talks - Holger Caesar: Data-driven Development for Autonomous Driving
Self-Supervised Learning for Perception Tasks in Automated Driving, Prof. Wolfram Burgard
Self-Supervised Learning for Object Detection in Autonomous Driving
Wolfram Burgard: (Self-)Supervised Learning for Perception Tasks in Automated Driving
Dexterity from Touch: Self-Supervised Pre-Training of Tactile Representations with Robotic Play
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Last Updated: August 22, 2026
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