Matching networks for one shot learning

1. Matching Networks for One
Shot Learning
Fengda Zhu

2. what is one shot learning ?

3. Siamese Neural Networks
The αj are additional parameters that are learned by the model
during training,

4. Matching Networks for One Shot Learning

5. Model
sample label set from training set T, sample support set S and a batch B

6. Fully conditional Embedding f

7. Fully conditional Embedding g

8. Experiments

9. Experiments
Full Contextual Embeddings (FCE)

10. Experiments
oracle as upper bound