80 citations · 161 across the 3 of their papers we have counts for
4 papers · 1 filter
From Culture to Clothing: Discovering the World Events Behind A Century of Fashion Images
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. We propose a data-driven app…
ViBE: Dressing for Diverse Body Shapes
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. The…
Fashion++: Minimal Edits for Outfit Improvement
Wei-Lin Hsiao, Isay Katsman, Chao-Yuan Wu +2
Given an outfit, what small changes would most improve its fashionability? This question presents an intriguing new vision challenge. We introduce Fashion++, an approach that propo…
Learning the Latent "Look": Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images
Wei-Lin Hsiao, Kristen Grauman
What defines a visual style? Fashion styles emerge organically from how people assemble outfits of clothing, making them difficult to pin down with a computational model. Low-level…