LOCAL NEURAL IMPLICIT FUNCTIONS WITH MODULATED PERIODIC ACTIVATIONS

    公开(公告)号:US20220292341A1

    公开(公告)日:2022-09-15

    申请号:US17198670

    申请日:2021-03-11

    Applicant: ADOBE INC.

    Abstract: Systems and methods for signal processing are described. Embodiments receive a digital signal comprising original signal values corresponding to a discrete set of original sample locations, generate modulation parameters based on the digital signal using a modulator network, wherein each of a plurality of modulator layers of the modulator network outputs a set of the modulation parameters, and generate a predicted signal value of the digital signal at an additional location using a synthesizer network, wherein each of a plurality of synthesizer layers of the synthesizer network operates based on the set of the modulation parameters from a corresponding modulator layer of the modulator network.

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