LEARNING DEVICE, LEARNING METHOD, LEARNING PROGRAM, ESTIMATION DEVICE, ESTIMATION METHOD, AND ESTIMATION PROGRAM

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United States of America Patent

APP PUB NO 20230112076A1
SERIAL NO

17801272

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Abstract

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An estimation unit inputs learning data to a lightweight model for outputting an estimation result in accordance with data input and acquires a first estimation result. Further, the updating unit updates a parameter of the lightweight model so that a model cascade including the lightweight model and a high-accuracy model is optimized in accordance with the first estimation result and a second estimation result obtained by inputting the learning data to the high-accuracy model, which is a model for outputting an estimation result in accordance with input data and has a lower processing speed than the first model or a higher estimation accuracy than the lightweight model.

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Patent Owner(s)

Patent OwnerAddress
NIPPON TELEGRAPH AND TELEPHONE CORPORATIONCHIYODA-KU TOKYO 100-8116

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
EDA, Takeharu Musashino-shi, Tokyo, JP 9 23
ENOMOTO, Shohei Musashino-shi, Tokyo, JP 8 1
IKEDA, Yoshihiro Musashino-shi, Tokyo, JP 140 1597
SAKAMOTO, Akira Musashino-shi, Tokyo, JP 186 2138
SHI, Kyoku Musashino-shi, Tokyo, JP 7 0

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