Few Shot Learning - EXPLAINED!

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TIMESTAMPS
0:00 Case Study
1:37 Prior Knowledge
3:07 Disadvantage of Traditional Models
4:57 The new Model – explained
6:40 Math
9:04 Code

REFERENCES
[1] Approaches to Few Shot Learning: https://research.aimultiple.com/few-s...
[2] Blog on Meta Learning & Few Shot Learning (Borealis AI): https://www.borealisai.com/en/blog/tu...
[2] A Survey of Few Shot Learning (Section 2.4 explains the approaches pretty well in plain english): https://arxiv.org/pdf/1904.05046.pdf
[2] This paper on knowledge distillation has some points on few shot learning: https://arxiv.org/pdf/2004.05937.pdf
[] Code : https://towardsdatascience.com/one-sh...