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US Patent 11243746 Learning and using programming styles

Patent 11243746 was granted and assigned to X (company) on February, 2022 by the United States Patent and Trademark Office.

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Patent
Patent

Patent attributes

Patent Applicant
X (company)
X (company)
Current Assignee
X (company)
X (company)
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11243746
Date of Patent
February 8, 2022
Patent Application Number
16458713
Date Filed
July 1, 2019
Patent Citations
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US Patent 10565093 Providing cognitive intelligence across continuous delivery pipeline data
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US Patent 10382799 Real-time synthetically generated video from still frames
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US Patent 10782941 Refinement of repair patterns for static analysis violations in software programs
Patent Primary Examiner
‌
Adam Lee
Patent abstract

Techniques are described herein for using artificial intelligence to “learn,” statistically, a target programming style that is imposed in and/or evidenced by a code base. Once the target programming style is learned, it can be used for various purposes. In various implementations, one or more generative adversarial networks (“GANs”), each including a generator machine learning model and a discriminator machine learning model, may be trained to facilitate learning and application of target programming style(s). In some implementations, the discriminator(s) and/or generator(s) may operate on graphical input, and may take the form of graph neural networks (“GNNs”), graph attention neural networks (“GANNs”), graph convolutional networks (“GCNs”), etc., although this is not required.

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