Title:
機械学習タスクの暗黙的ブリッジング
Document Type and Number:
Japanese Patent JP6776448
Kind Code:
B2
Abstract:
Methods, systems, and apparatus, including computer programs encoded on computer storage media for performing machine learning tasks. One method includes receiving (i) a model input, and (ii) data identifying a first machine learning task to be performed on the model input to generate a first type of model output for the model input; augmenting the model input with an identifier for the first machine learning task to generate an augmented model input; and processing the augmented model input using a machine learning model, wherein the machine learning model has been trained on training data to perform a plurality of machine learning tasks including the first machine learning task, and wherein the machine learning model has been configured through training to process the augmented model input to generate a machine learning model output of the first type for the model input.
Inventors:
Jiffen Chen
Michael Schuster
Melvin Jose Johnson Premkmal
Yonghui Woo
Quark Vie
Maxim Krikun
Sauce ten blunts
Michael Schuster
Melvin Jose Johnson Premkmal
Yonghui Woo
Quark Vie
Maxim Krikun
Sauce ten blunts
Application Number:
JP2019522923A
Publication Date:
October 28, 2020
Filing Date:
November 02, 2017
Export Citation:
Assignee:
Google LLC
International Classes:
G06N20/00; G06F40/44; G06N3/04
Domestic Patent References:
| JP2015170094A | ||||
| JP2016105232A | ||||
| JP2007234023A | ||||
| JP2016099675A | ||||
| JP2013065202A |
Foreign References:
| US20150356401 |
Attorney, Agent or Firm:
Yasuhiko Murayama
Shinya Mitsuhiro
Tatsuhiko Abe
Shinya Mitsuhiro
Tatsuhiko Abe