Patent ID: 11880957
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A system comprising:
one or more processing devices; and
a non-transitory computer-readable medium communicatively coupled to the one or more processing devices and storing instructions,
wherein the one or more processing devices are configured to execute the instructions and thereby perform operations comprising:
accessing training data comprising a source domain that includes a plurality of source images and a target domain that includes a limited number of artistic images, wherein the target domain comprises a target style; and
generating, using a pre-trained generative model, an adapted source domain comprising a plurality of adapted images, wherein the plurality of adapted images comprises the target style, and wherein the adapted source domain is generated by:
determining a rate of change for each of a plurality of parameters associated with the target style;
generating an adapted generative model using the plurality of parameters associated with the target style;
generating a plurality of weighted parameters by applying a weight to each of the plurality of parameters based on the rate of change;
applying the plurality of weighted parameters to the source domain; and
outputting a trained machine learning model configured to generate, from an input image, a target image comprising the target style.