Siamese Network
Only start writing notes on these when you get close to working on this. This is used to solve Few-Shot Learning.
CNN + something to train to learn a similarity function.
this video is a good introduction: https://www.youtube.com/watch?v=4S-XDefSjTM&ab_channel=ShusenWang