321 citations · 1.3k across the 29 of their papers we have counts for
5 papers · 1 filter
VITON: An Image-based Virtual Try-on Network
Xintong Han, Zuxuan Wu, Zhe Wu +2
We present an image-based VIirtual Try-On Network (VITON) without using 3D information in any form, which seamlessly transfers a desired clothing item onto the corresponding region…
NISP: Pruning Networks using Neuron Importance Score Propagation
Ruichi Yu, Ang Li, Chun-Fu Chen +6
To reduce the significant redundancy in deep Convolutional Neural Networks (CNNs), most existing methods prune neurons by only considering statistics of an individual layer or two…
Automatic Spatially-aware Fashion Concept Discovery
Xintong Han, Zuxuan Wu, Phoenix X. Huang +5
This paper proposes an automatic spatially-aware concept discovery approach using weakly labeled image-text data from shopping websites. We first fine-tune GoogleNet by jointly mod…
Learning Fashion Compatibility with Bidirectional LSTMs
Xintong Han, Zuxuan Wu, Yu-Gang Jiang +1
The ubiquity of online fashion shopping demands effective recommendation services for customers. In this paper, we study two types of fashion recommendation: (i) suggesting an item…
Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation
Carlos Castillo, Soham De, Xintong Han +3
Style transfer is an important task in which the style of a source image is mapped onto that of a target image. The method is useful for synthesizing derivative works of a particul…