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It's not just factual representations that are encoded in CLIP's memory. It also knows about qualitative concepts as well (as we learned from the Unreal engine trick ).

We used this to create

The biggest problem, thoug h, is that models like this one are performed only on a single task. Future tasks require a new set of data points as well as equal or more amount of resources.

Transfer learning is an approach in deep learning (and machine learning) where knowledge is ...

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