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Learning Transferable Visual Models From Natural Language ...

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Learning Transferable Visual Models From Natural Language SupervisionAlec Radford* 1Jong Wook Kim* 1Chris Hallacy1Aditya Ramesh1Gabriel Goh1Sandhini Agarwal1Girish Sastry1Amanda Askell1Pamela Mishkin1Jack Clark1Gretchen Krueger1Ilya Sutskever1AbstractState-of-the-art computer vision systems aretrained to predict a fixed set of predeterminedobject categories. This restricted form of super-vision limits their generality and usability sinceadditional labeled data is needed to specify anyother Visual concept.

Learning Transferable Visual Models From Natural Language Supervision Alec Radford * 1Jong Wook Kim Chris Hallacy1 Aditya Ramesh 1Gabriel Goh Sandhini Agarwal1 Girish Sastry 1Amanda Askell Pamela Mishkin Jack Clark 1Gretchen Krueger Ilya Sutskever1 Abstract State-of-the-art computer vision systems are

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