GIST is a training-free identity-preserving image compositor that improves visual harmony when integrating disparate elements into design pipelines.
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2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
UNVERDICTED 2representative citing papers
CPT is a fine-tuned language model that uses Creative Markup Language representations of professional designs to generate controllable, stylistically coherent, and fully editable design variations.
citing papers explorer
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Towards Design Compositing
GIST is a training-free identity-preserving image compositor that improves visual harmony when integrating disparate elements into design pipelines.
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CPT: Controllable and Editable Design Variations with Language Models
CPT is a fine-tuned language model that uses Creative Markup Language representations of professional designs to generate controllable, stylistically coherent, and fully editable design variations.