Abstract: A method includes receiving a natural language description of an image to be generated using a machine learning model. The method further includes extracting, from the natural language description of the image to be generated, a control element and a sub-prompt. The method further includes identifying a relationship between the control element and the sub-prompt based on the natural language description of the image to be generated. The method further includes generating, by the machine learning model, an image based on the control element, the sub-prompt, and the relationship. The image includes visual elements corresponding to the control element and the sub-prompt.

Abstract: A method includes receiving an input including a target style and a glyph. The method further includes masking the glyph. The method further includes generating a stylized glyph by a glyph generative model using the masked glyph. The method further includes rendering the stylized glyph as a unicode stylized glyph.

Abstract: A method includes receiving a description of content to be generated using a generative model. The received description of content is associated with a user profile. The method further includes determining a semantic term based on the description of content. The method further includes generating a user-specific template including the semantic term and a user preference associated with the user profile. The method further includes generating the content using the generative model based on the user-specific template. The method further includes outputting the content for display on a target user device.

Abstract: Systems and methods are provided for in-context editing of websites and other output presentations via automatic pattern detection. One embodiment involves an editor application receiving an output presentation. The output presentation is generated based on at least one source element from at least one source file. The editor application identifies at least one pattern among multiple output elements in the output presentation. The at least one pattern corresponds to the at least one source element. The editor application determines a modification to the source element corresponding to a modification to at least one of the output elements. The modification to the source element is determined based on identifying the at least one pattern. The editor application applies the corresponding modification to the at least one source element responsive to receiving the modification to the at least one output elements.

Abstract: Systems and methods are provided for in-context editing of websites and other output presentations via automatic pattern detection. One embodiment involves an editor application receiving an output presentation. The output presentation is generated based on at least one source element from at least one source file. The editor application identifies at least one pattern among multiple output elements in the output presentation. The at least one pattern corresponds to the at least one source element. The editor application determines a modification to the source element corresponding to a modification to at least one of the output elements. The modification to the source element is determined based on identifying the at least one pattern. The editor application applies the corresponding modification to the at least one source element responsive to receiving the modification to the at least one output elements.

Abstract: A computerized device implements an animation coding engine to analyze timeline data defining an animation sequence and generate a code package. The code package can represent the animation sequence using markup code that defines a rendered appearance of a plurality of frames and a structured data object also comprised in the code package and defining a parameter used by a scripting language in transitioning between frames. The markup code can also comprise a reference to a visual asset included within a frame. The code package further comprises a cascading style sheet defining an animation primitive as a style to be applied to the asset to reproduce one or more portions of the animation sequence without transitioning between frames.

Abstract: A computer-implemented method for integrated native HTML rendering includes generating, in an application, an instruction to a native HTML renderer to render HTML content on a display device, the instruction generated using a runtime having an API that allows use of only at least one specified feature of the native HTML renderer. The method includes rendering, using the native HTML renderer, the HTML content on the display device per the instruction.