Importance

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Abstract

An electronic device including a pretraining module, a loss application module, a score application module, the electronic device includes a memory, and a processor configured to provide a pretraining unified framework based on contrastive text image stored in the memory by controlling operations of the pretraining module, the loss application module, and the score application module, wherein the processor is configured to perform pretraining on a data set including at least one of text and images corresponding to a data set domain input through the pretraining module, apply a loss to a plurality of positive samples in the pretrained data set through the loss application module, and apply a score for embedding pretrained data sets from a plurality of domains in the same space based on a similarity through the score application module.

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