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Methods and equipment for multimodal forecasting using trained statistical models
Methods and equipment for multimodal forecasting using trained statistical models
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机译:使用培训的统计模型的多式联运预测方法和设备
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摘要
In the input data in the first modality and in the second modality, using a statistical model trained to represent the interaction between data with multiple modality, including the first modality and the second modality. A method and device for predicting associations with data, a statistical model is a plurality of encoders and decoders, each trained to process data for one of multiple modality. A method and device that includes a joint modality representation that combines multiple encoders and decoders. The method involves selecting an encoder / decoder pair or encoder pair from multiple encoders and decoders based on a first modality and a second modality, and a joint modality representation and selected encoder / decoder pairs. Alternatively, it comprises processing the input data with a pair of encoders to predict the association between the input data and the data in the second modality.
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