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Is it possible to perform Active-Learning with a combination of SSL methods
such as Virtual Adversarial Training (VAT), Entropy Minimization (EntMin), etc?
I believe that this would be the major benefit of using DL for active learning.
Otherwise, one can use an easier model to train & tune after each iteration.
Do you also think Extreme Learning Machine could be useful as a one-shot
learning method to speed up the active-learning iterations with your library?
The text was updated successfully, but these errors were encountered:
Hello!
Is it possible to perform Active-Learning with a combination of SSL methods
such as Virtual Adversarial Training (VAT), Entropy Minimization (EntMin), etc?
I believe that this would be the major benefit of using DL for active learning.
Otherwise, one can use an easier model to train & tune after each iteration.
Do you also think Extreme Learning Machine could be useful as a one-shot
learning method to speed up the active-learning iterations with your library?
The text was updated successfully, but these errors were encountered: