Tesla Neural Network Multi-Task Learning Summarized | Andrej Karpathy

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Franklin AI

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Published on July 17, 2019 12:43:19 AM ● Video Link: https://www.youtube.com/watch?v=2CgxFDc8Ja0

Duration: 9:16

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Just a few days ago Andrej Karpathy hosted a workshop on different aspects of Neural Network Multi-Task Learning. In this video, I condense the talk down to just 9 minutes.

Don't know who Andrej Karpathy is? Andrej Karpathy is the director of artificial intelligence and Autopilot Vision at Tesla. He specializes in deep learning and image recognition and understanding.

During the workshop, Karpathy discusses different points.
►advantages, disadvantages, and applicability of different approaches to learning in multitask settings
►formal or intuitive connections between methods developed for different problems that help better understand the landscape of multitask learning techniques and inspire technique transfer between research lines
►fundamental challenges and open questions that the community needs to tackle for the field to move forward

Watch the full presentation here: https://slideslive.com/38917690/multitask-learning-in-the-wilderness

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