There was a workshop on self supervised learning at ICML on Saturday. Andrew Zisserman and Alexei Efros had great talks and it was recorded!https://twitter.com/wittyperceptron/status/1140072460403924992?s=21 …
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Haha, you’re right, it all kind of blended :)
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Very interesting! I once wrote a blogpost series about it -https://link.medium.com/IhOvrqFEzX
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Almost everything Dr. Andrej Karpathy recommended is a must-read
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Self supervise is generalized denoising tasks. Features learnt is for data effiency. Meta learning is exploiting conditional probability learning task. Can deep learning people choose names which are wayy more self descriptive...
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Metric learning, signed distance functions and lots of graph convolutions too!
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Also, it seems the Berkeley RL Trinity are taking over the AI conferences.
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Who else is in this?
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In the future of ML... Neural nets are merely a wrapper ... Just give it 3 to 5 years... Maybe 10
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