Loved this blog post by Yann LeCun and Ishan Misra at Facebook AI.
If self-supervised learning could be made to work as well for computer vision as for natural language processing (NLP), it would be a giant leap forward for robotics, including autonomous vehicles.
Notably, Tesla is using self-supervised learning in lieu of lidar to perceive depth in the space around the car.
ai.facebook.com
If self-supervised learning could be made to work as well for computer vision as for natural language processing (NLP), it would be a giant leap forward for robotics, including autonomous vehicles.
Notably, Tesla is using self-supervised learning in lieu of lidar to perceive depth in the space around the car.
Self-supervised learning: The dark matter of intelligence
How can we build machines with human-level intelligence? There’s a limit to how far the field of AI can go with supervised learning alone. Here's why self-supervised learning is one of the most promising ways to make significant progress in AI.
ai.facebook.com
