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cs.HC2025
StoryEnsemble: Enabling Dynamic Exploration & Iteration in the Design Process with AI and Forward-Backward Propagation
Sangho Suh, Michael Lai, Kevin Pu +2
Design processes involve exploration, iteration, and movement across interconnected stages such as persona creation, problem framing, solution ideation, and prototyping. However, t…
cs.HC2025
DesignWeaver: Dimensional Scaffolding for Text-to-Image Product Design
Sirui Tao, Ivan Liang, Cindy Peng +3
Generative AI has enabled novice designers to quickly create professional-looking visual representations for product concepts. However, novices have limited domain knowledge that c…
cs.HC2024
Prompting for products: Investigating design space exploration strategies for text-to-image generative models
Leah Chong, I-Ping Lo, Jude Rayan +3
Text-to-image models are enabling efficient design space exploration, rapidly generating images from text prompts. However, many generative AI tools are imperfect for product desig…