Data Science at Home Don't fight! Cooperate. Generative Teaching Networks (Ep. 167)
Remember GANs? Generative Adversarial Networks for synthetic data generation?
There is a new method called Generative Teaching Networks, that uses similar concepts - just quite the opposite :P - to train models faster, better and with less data.
Enjoy the show!
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References
- Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data https://arxiv.org/abs/1912.07768