TEST-TIME ADAPTATION VIA SELF-DISTILLED REGULARIZATION

    公开(公告)号:US20240160926A1

    公开(公告)日:2024-05-16

    申请号:US18479723

    申请日:2023-10-02

    CPC classification number: G06N3/08 G06N3/045

    Abstract: A computer-implemented method includes adding an auxiliary network of a group of auxiliary networks to a respective partition of a group of partitions associated with a main network. The method also includes training each of the group of auxiliary networks with training data to adapt to a test distribution. The method further includes adapting each of the group of auxiliary networks with test data to adapt to the test distribution. The method still further includes classifying an input received at a model based on adapting each of the group of auxiliary networks. The model may include the group of partitions and the group of auxiliary networks.

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