CROSS-MODAL TRANSFER WITH CONTINUOUSLY WEIGHTED CONTRASTIVE LOSS

    公开(公告)号:US20240394592A1

    公开(公告)日:2024-11-28

    申请号:US18434691

    申请日:2024-02-06

    Abstract: A method includes accessing a training dataset having multiple samples, where each sample includes a data point for each of multiple modalities. The method also includes generating, using a first encoder associated with a first modality of the multiple modalities, first modality embeddings for data points of the first modality in the training dataset. The method further includes, for each first modality embedding, determining a similarity metric to other first modality embeddings. The method also includes generating, using a second encoder associated with a second modality of the multiple modalities, second modality embeddings for data points of the second modality in the training dataset. In addition, the method includes training the second encoder based on a contrastive loss function to align the first modality embeddings and the second modality embeddings from different samples of the training dataset, where the contrastive loss function is weighed using the similarity metrics.

    METHOD AND APPARATUS OF WI-FI-BASED POSITIONING
    3.
    发明申请
    METHOD AND APPARATUS OF WI-FI-BASED POSITIONING 审中-公开
    基于Wi-Fi的定位的方法和装置

    公开(公告)号:US20150087331A1

    公开(公告)日:2015-03-26

    申请号:US14292706

    申请日:2014-05-30

    CPC classification number: G01S5/12 G01S5/02

    Abstract: A method and system for providing Wi-Fi positioning. The method includes transmitting multiple messages by an electronic device. A received signal is reconstructed using the multiple messages by another electronic device. Each message of the multiple messages is arranged in a particular order for reconstructing the received signal through a determination of relative time difference between the multiple messages.

    Abstract translation: 一种用于提供Wi-Fi定位的方法和系统。 该方法包括通过电子设备发送多个消息。 使用另一电子设备的多个消息重建接收的信号。 通过确定多个消息之间的相对时间差,以特定的顺序排列多个消息的每个消息,以重构接收的信号。

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