Patent ID: 11875221
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 7:
8. A computing system comprising:
a memory;
a processor;
a non-transitory computer-readable medium comprising instructions which, when executed by the processor, perform the steps of:
grouping training data into a plurality of bins according to a distribution of a target attribute in the training data;
for each bin, of the plurality of bins, sampling a subset of the training data in the bin to generate sampled training data based on a pre-determined target distribution of a set of additional attributes in the training data;
identifying a direction in the sampled training data corresponding to the distribution of the target attribute to generate a filtering vector for modifying the target attribute in an input image;
applying the filtering vector to a latent space representation of the input image to generate a filtered latent space representation of the input image; and
providing the filtered latent space representation as input to a neural network to generate an output image with a modification to the target attribute.