449 citations · 945 across the 13 of their papers we have counts for
Showing 2019Show all
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cs.HC2019★ 12 cited
Form + Function: Optimizing Aesthetic Product Design via Adaptive, Geometrized Preference Elicitation
Namwoo Kang, Yi Ren, Fred Feinberg +1
Visual design is critical to product success, and the subject of intensive marketing research effort. Yet visual elements, due to their holistic and interactive nature, do not lend…
cs.LG2019★ 449 cited
Deep Generative Design: Integration of Topology Optimization and Generative Models
Sangeun Oh, Yongsu Jung, Seongsin Kim +2
Deep learning has recently been applied to various research areas of design optimization. This study presents the need and effectiveness of adopting deep learning for generative de…