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18888596. METHOD AND DEVICE FOR ACTIVE LEARNING FROM MULTIMODAL INPUT (Robert Bosch GmbH)

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METHOD AND DEVICE FOR ACTIVE LEARNING FROM MULTIMODAL INPUT

Organization Name

Robert Bosch GmbH

Inventor(s)

William Harris Beluch of Stuttgart DE

Kanil Patel of Berlin DE

METHOD AND DEVICE FOR ACTIVE LEARNING FROM MULTIMODAL INPUT

This abstract first appeared for US patent application 18888596 titled 'METHOD AND DEVICE FOR ACTIVE LEARNING FROM MULTIMODAL INPUT

Original Abstract Submitted

Device and computer-implemented method for active learning from multimodal input, wherein the method comprises providing () the input and learning () a model depending on the input, wherein the input comprises input of different modes, and wherein learning () the model comprises determining (-) an input of a mode from the input of different modes depending on an acquisition function that comprises a measure for a cost for labelling the input of the mode, labelling (-) the input of the mode with a label, and learning (-) the model depending on the label. Technical system comprising the device.

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