Chic or Social: Visual Popularity Analysis in Online Fashion Networks

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Neuroaesthetics in fashion: Modeling the perception of fashionability (2015, background): “[31] investigated the effect of social networks on votes in fashion websites.”
Where to Buy It: Matching Street Clothing Photos in Online Shops (2015, background): “Other works have explored ways to identify aspects of a person’s socio-identity, including predicting their social tribe [19, 17], fashionability [36, 30], or occupation [31] from the clothing they are wearing.”
Fashion Landmark Detection in the Wild (2016, background): “Recent advances include predicting semantic attributes [16,8,9,17,3], clothes recognition and retrieval [4,18,19,20,2,3] and fashion trends discovery [6,21,7].”
DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations (2016, background): “Some other datasets in the vision community were dedicated to the tasks of clothes segmentation, parsing [32, 31, 23, 16, 33] and fashion modeling [24, 30], while DeepFashion focuses on clothes recognition and retrieval.”