CPC G06F 18/2185 (2023.01) [G06F 11/327 (2013.01); G06F 18/214 (2023.01); G06F 18/241 (2023.01); G06N 3/045 (2023.01)] | 20 Claims |
1. A non-transitory computer-readable medium storing which, when executed by at least one processing device, cause the at least one processing device to perform operations comprising:
encoding an input image into a latent space to generate a first encoding;
generating a reconstructed image by decoding the first encoding to regenerate the input image;
generating an input combination of the reconstructed image and the input image by concatenating the reconstructed image and the input image; and
determining, by processing the input combination utilizing a classification model, whether the input image depicts content corresponding to a known classification or unknown content corresponding to an open-set category based on a disparity between the reconstructed image and the input image.
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