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rockingdingo 2024-08-25 22:57 #Few-Shot #Zero-Shot #MAML #ProtoNets #Bregman Divergences

In this blog, we will summarize the latex code of most fundamental equations of Few-Shot Learning and Zero-Shot Learning. Few-Shot Learning learns from a few-labelled examples and better generalize to unseen examples. Typical works includes Prototypical Networks, Model-Agnostic Meta-Learning (MAML), etc.