Questions tagged [one-shot-learning]

For questions related to the concept of one-shot learning, i.e. learning from one (or maybe a few) training examples (rather than big datasets).

2 questions with no upvoted or accepted answers
Filter by
Sorted by
Tagged with
2
votes
1answer
48 views

How could Bayesian neural networks be used for transfer learning?

In transfer learning, we use big data from similar tasks to learn the parameters of a neural network, and then fine-tune the neural network on our own task that has little data available for it. Here, ...
2
votes
0answers
31 views

Is it ok to perform transfer learning with a base model for face recognition to perform one-shot learning for object classification?

I am trying to create a model that is using a one-shot learning approach for a classification task. We do this because we do not have a lot of data and it also seems like a good way to learn this ...