In the wild west of AI research, transfer learning is the technique of stealing other people's work. It's like shoplifting, but with more math.
Imagine you're a 19th century art thief, but instead of stealing paintings, you're lifting the styles of famous artists.
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Or, if you will, Transfer Learning Parody: Because It's All Just a Joke, Right?