Re:N-Shot Learning: Learning More with Less Data
by bitL on Saturday August 03, 2019 @04:11PM
(#20602404)
How does this differ from active learning? When would you use which in case you don't have sufficiently large training dataset? Would you combine both approaches? If so, how?
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Re:N-Shot Learning: Learning More with Less Data
by inimino on Saturday August 03, 2019 @07:23PM
(#20603353)
To combine few-shot learning with active learning you can
- use active learning to expand the training set, and
- revise your model training procedure to account for the sampling bias this introduces in the training set.