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|1. (WO2018085577) IMPLICIT BRIDGING OF MACHINE LEARNING TASKS|
JOHNSON PREMKUMAR, Melvin Jose
LE, Quoc V.
|Title:||IMPLICIT BRIDGING OF MACHINE LEARNING TASKS|
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. An exemplary system applying implicit bridging for machine learning tasks, as described in this specification, trains a machine learning model to perform certain types of machine learning tasks without requiring that explicit training data for the certain types of machine learning tasks to be used during training.