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References

[1] Bochao Wang, Huabin Zheng, Xiaodan Liang, Yimin Chen, Liang Lin, and Meng Yang. Toward characteristic preserving image-based virtual try-on network. In ECCV(13), volume 11217 of Lecture Notes in Computer Science, pages 607¨C623. Springer, 2018.

[2] Xintong Han, Zuxuan Wu, Zhe Wu, Ruichi Yu, and Larry S. Davis. VITON: an image-based virtual try-on network. In CVPR, pages 7543¨C7552. IEEE Computer Society, 2018.

[3] Ruiyun Yu, Xiaoqi Wang, and Xiaohui Xie. Vtnfp: An image-based virtual try-on network with body and clothing feature preservation. In The IEEE International Conferenceon Computer Vision (ICCV), October 2019.