Image generation method, neural network compression method, and related apparatus and device

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United States of America

PATENT NO 12254064
APP PUB NO 20220019855A1
SERIAL NO

17488735

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Abstract

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The present application discloses an image generation method, a neural network compression method, and a related apparatus and device in the field of artificial intelligence. The image generation method includes: inputting a first matrix into an initial image generator to obtain a generated image; inputting the generated image into a preset discriminator to obtain a determining result, where the preset discriminator is obtained through training based on a real image and a category corresponding to the real image; updating the initial image generator based on the determining result to obtain a target image generator; and further inputting a second matrix into the target image generator to obtain a sample image. Further, a neural network compression method is disclosed, to compress the preset discriminator based on the sample image obtained by using the foregoing image generation method.

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Patent Owner(s)

  • HUAWEI TECHNOLOGIES CO., LTD.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chen, Hanting Beijing, CN 9 15
Han, Kai Beijing, CN 45 155
Liu, Chuanjian Beijing, CN 5 37
Wang, Yunhe Beijing, CN 35 83
Xu, Chunjing Shenzhen, CN 24 74

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