no code implementations • ICCV 2021 • Wei-Lin Hsiao, Kristen Grauman
Fashion is intertwined with external cultural factors, but identifying these links remains a manual process limited to only the most salient phenomena.
no code implementations • 29 Jun 2020 • Nicole D. Payntar, Wei-Lin Hsiao, R. Alan Covey, Kristen Grauman
The popularity of media sharing platforms in recent decades has provided an abundance of open source data that remains underutilized by heritage scholars.
no code implementations • CVPR 2020 • Wei-Lin Hsiao, Kristen Grauman
Body shape plays an important role in determining what garments will best suit a given person, yet today's clothing recommendation methods take a "one shape fits all" approach.
no code implementations • ICCV 2019 • Wei-Lin Hsiao, Isay Katsman, Chao-yuan Wu, Devi Parikh, Kristen Grauman
We introduce Fashion++, an approach that proposes minimal adjustments to a full-body clothing outfit that will have maximal impact on its fashionability.
no code implementations • CVPR 2018 • Wei-Lin Hsiao, Kristen Grauman
To permit efficient subset selection over the space of all outfit combinations, we develop submodular objective functions capturing the key ingredients of visual compatibility, versatility, and user-specific preference.
1 code implementation • ICCV 2017 • Wei-Lin Hsiao, Kristen Grauman
Given a collection of unlabeled fashion images, our approach mines for the latent styles, then summarizes outfits by how they mix those styles.