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Few-Shot Learning - What is learning from few examples?


An example of meta-learning is Few-Shot Learning. The meta-training step of this method involves teaching a learner on many related activities. As a result, during meta-testing, the learner is able to successfully generalize to problems that have not been encountered before, but are similar.