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The 2D image-based virtual try-on has aroused increased interest from the multimedia and computer vision fields due to its enormous commercial value.
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Drape: Dressing any person
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A mixed reality virtual clothes try-on system
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Synthesizing training images for boosting human 3d pose estimation
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Perceptual losses for real-time style transfer and super-resolution
Justin Johnson, Alexandre Alahi, and Li Fei-Fei · 2016
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Improved techniques for training gans
Tim Salimans, Ian J Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen · 2016
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Privacy preserving cloth try-on using mobile augmented reality
Yoones A Sekhavat · 2016
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The conditional analogy gan: Swapping fashion articles on people images
Nikolay Jetchev and Urs Bergmann · 2017
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Clothcap: Seamless 4d clothing capture and retargeting
Gerard Pons-Moll, Sergi Pujades, Sonny Hu, and Michael J Black · 2017
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Convolutional neural network architecture for geometric matching
Ignacio Rocco, Relja Arandjelovic, and Josef Sivic · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin · 2017
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Be your own prada: Fashion synthesis with structural coherence
Shizhan Zhu, Raquel Urtasun, Sanja Fidler, Dahua Lin, and Chen Change Loy · 2017
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Video based reconstruction of 3d people models
Thiemo Alldieck, Marcus Magnor, Weipeng Xu, Christian Theobalt, and Gerard Pons-Moll · 2018
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Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, and Jaegul Choo · 2018
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
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Viton: An image-based virtual try-on network
Xintong Han, Zuxuan Wu, Zhe Wu, Ruichi Yu, and Larry S Davis · 2018
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Deepwrinkles: Accurate and realistic clothing modeling
Zorah Lahner, Daniel Cremers, and Tony Tung · 2018
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Linguistically-informed self-attention for semantic role labeling
Emma Strubell, Patrick Verga, Daniel Andor, David Weiss, and Andrew McCallum · 2018
Xinggan for person image generation
Hao Tang, Song Bai, Li Zhang, Philip HS Torr, and Nicu Sebe · 2020
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Towards photo-realistic virtual try-on by adaptively generating-preserving image content
Han Yang, Ruimao Zhang, Xiaobao Guo, Wei Liu, Wangmeng Zuo, and Ping Luo · 2020
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Viton-hd: High-resolution virtual try-on via misalignment-aware normalization
Seunghwan Choi, Sunghyun Park, Minsoo Lee, and Jaegul Choo · 2021
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Zflow: Gated appearance flow-based virtual try-on with 3d priors
Ayush Chopra, Rishabh Jain, Mayur Hemani, and Balaji Krishnamurthy · 2021
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Dressing in order: Recurrent person image generation for pose transfer, virtual try-on and outfit editing
Aiyu Cui, Daniel McKee, and Svetlana Lazebnik · 2021
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An image is worth 16x16 words: Transformers for image recognition at scale
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Toward characteristic-preserving image-based virtual try-on network
Bochao Wang, Huabin Zheng, Xiaodan Liang, Yimin Chen, Liang Lin, and Meng Yang · 2018
Cited alongside, same era.
Non-local neural networks
Xiaolong Wang, Ross Girshick, Abhinav Gupta, and Kaiming He · 2018
Cited alongside, same era.
The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
Cited alongside, same era.
Fw-gan: Flow-navigated warping gan for video virtual try-on
Haoye Dong, Xiaodan Liang, Xiaohui Shen, Bowen Wu, Bing-Cheng Chen, and Jian Yin · 2019
Cited alongside, same era.
Garnet: A two-stream network for fast and accurate 3d cloth draping
Erhan Gundogdu, Victor Constantin, Amrollah Seifoddini, Minh Dang, Mathieu Salzmann, and Pascal Fua · 2019
Cited alongside, same era.
Swapgan: A multistage generative approach for person-to-person fashion style transfer
Yu Liu, Wei Chen, Li Liu, and Michael S Lew · 2019
Cited alongside, same era.
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, et al · 2021
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Viton-gt: an image-based virtual try-on model with geometric transformations
Matteo Fincato, Federico Landi, Marcella Cornia, Fabio Cesari, and Rita Cucchiara · 2021
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Disentangled cycle consistency for highly-realistic virtual try-on
Chongjian Ge, Yibing Song, Yuying Ge, Han Yang, Wei Liu, and Ping Luo · 2021
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Toward accurate and realistic outfits visualization with attention to details
Kedan Li, Min Jin Chong, Jeffrey Zhang, and Jingen Liu · 2021
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Cascaded cross mlp-mixer gans for cross-view image translation
Bin Ren, Hao Tang, and Nicu Sebe · 2021
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Mlp-mixer: An all-mlp architecture for vision
Ilya O Tolstikhin, Neil Houlsby, Alexander Kolesnikov, Lucas Beyer, Xiaohua Zhai, Thomas Unterthiner, Jessica Yung, Andreas Steiner, Daniel Keysers, Jakob Uszkoreit, et al · 2021
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Virtual try-on network with attribute transformation and local rendering
Jun Xu, Yuanyuan Pu, Rencan Nie, Dan Xu, Zhengpeng Zhao, and Wenhua Qian · 2021
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Single stage virtual try-on via deformable attention flows
Shuai Bai, Huiling Zhou, Zhikang Li, Chang Zhou, and Hongxia Yang · 2022
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C-vton: Context-driven image-based virtual try-on network
Benjamin Fele, Ajda Lampe, Peter Peer, and Vitomir Struc · 2022
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Transform, warp, and dress: a new transformation-guided model for virtual try-on
Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, and Rita Cucchiara · 2022
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Style-based global appearance flow for virtual try-on
Sen He, Yi-Zhe Song, and Tao Xiang · 2022
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Transformers in vision: A survey
Salman Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, and Mubarak Shah · 2022
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High-resolution virtual try-on with misalignment and occlusion-handled conditions
Sangyun Lee, Gyojung Gu, Sunghyun Park, Seunghwan Choi, and Jaegul Choo · 2022
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Breaking the chain of gradient leakage in vision transformers
Yahui Liu, Bin Ren, Yue Song, Wei Bi, Nicu Sebe, and Wei Wang · 2022
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Dress code: High-resolution multi-category virtual try-on
Davide Morelli, Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, and Rita Cucchiara · 2022
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Masked jigsaw puzzle: A versatile position embedding for vision transformers
Bin Ren, Yahui Liu, Yue Song, Wei Bi, Rita Cucchiara, Nicu Sebe, and Wei Wang · 2023
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