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The key challenge in designing a sketch representation lies with handling the abstract and iconic nature of sketches.
Mindfinder: interactive sketch-based image search on millions of images
Yang Cao, Hai Wang, Changhu Wang, Zhiwei Li, Liqing Zhang, and Lei Zhang · 2010
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How do humans sketch objects?
Mathias Eitz, James Hays, and Marc Alexa · 2012
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Spectral networks and locally connected networks on graphs
Joan Bruna, Wojciech Zaremba, Arthur Szlam, and Yann LeCun · 2013
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Auto-encoding variational bayes
Diederik P. Kingma and Max Welling · 2013
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Edge boxes: Locating object proposals from edges
C Lawrence Zitnick and Piotr Dollár · 2014
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Sketch-a-net that beats humans
Qian Yu, Yongxin Yang, Yi-Zhe Song, Tao Xiang, and Timothy Hospedales · 2015
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Semi-supervised classification with graph convolutional networks
Thomas N Kipf and Max Welling · 2016
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Sketch me that shoe
Qian Yu, Feng Liu, Yi-Zhe Song, Tao Xiang, Timothy M Hospedales, and Chen-Change Loy · 2016
Earlier work this paper cites.
Sketch-pix2seq: a model to generate sketches of multiple categories
Yajing Chen, Shikui Tu, Yuqi Yi, and Lei Xu · 2017
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3d shape reconstruction from sketches via multi-view convolutional networks
Zhaoliang Lun, Matheus Gadelha, Evangelos Kalogerakis, Subhransu Maji, and Rui Wang · 2017
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Cross-domain generative learning for fine-grained sketch-based image retrieval
Kaiyue Pang, Yi-Zhe Song, Tony Xiang, and Timothy M Hospedales · 2017
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Automatic differentiation in pytorch
Adam Paszke, Sam Gross, Soumith Chintala, Gregory Chanan, Edward Yang, Zachary DeVito, Zeming Lin, Alban Desmaison, Luca Antiga, and Adam Lerer · 2017
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Scribbler: Controlling deep image synthesis with sketch and color
Patsorn Sangkloy, Jingwan Lu, Chen Fang, Fisher Yu, and James Hays · 2017
Cited alongside, same era.
Image understanding using vision and reasoning through scene description graph
Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos, and Cornelia Fermüller · 2018
Cited alongside, same era.
A neural representation of sketch drawings
David Ha and Douglas Eck · 2018
Cited alongside, same era.
The quick, draw! dataset
David Ha and Douglas Eck · 2018
Cited alongside, same era.
Generating 3d faces using convolutional mesh autoencoders
Anurag Ranjan, Timo Bolkart, Soubhik Sanyal, and Michael J Black · 2018
Cited alongside, same era.
Learning deep sketch abstraction
Umar Riaz Muhammad, Yongxin Yang, Yi-Zhe Song, Tao Xiang, and Timothy M Hospedales · 2018
Cited alongside, same era.
Actional-structural graph convolutional networks for skeleton-based action recognition
Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, and Qi Tian · 2019
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Generalising fine-grained sketch-based image retrieval
Kaiyue Pang, Ke Li, Yongxin Yang, Honggang Zhang, Timothy M Hospedales, Tao Xiang, and Yi-Zhe Song · 2019
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Multi-graph transformer for free-hand sketch recognition
Peng Xu, Chaitanya K Joshi, and Xavier Bresson · 2019
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Pointrgcn: Graph convolution networks for 3d vehicles detection refinement
Jesus Zarzar, Silvio Giancola, and Bernard Ghanem · 2019
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Unsupervised sketch to photo synthesis
Runtao Liu, Qian Yu21, and Stella X Yu · 2020
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Learning to sketch with shortcut cycle consistency
Jifei Song, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, and Timothy M Hospedales · 2018
Cited alongside, same era.
Graph r-cnn for scene graph generation
Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, and Devi Parikh · 2018
Cited alongside, same era.
Exploring visual relationship for image captioning
Ting Yao, Yingwei Pan, Yehao Li, and Tao Mei · 2018
Cited alongside, same era.
Multi-label image recognition with graph convolutional networks
Zhao-Min Chen, Xiu-Shen Wei, Peng Wang, and Yanwen Guo · 2019
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Disentangled representation learning for 3d face shape
Zi-Hang Jiang, Qianyi Wu, Keyu Chen, and Juyong Zhang · 2019
Cited alongside, same era.
A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
Cited alongside, same era.
3d photography using context-aware layered depth inpainting
Meng-Li Shih, Shih-Yang Su, Johannes Kopf, and Jia-Bin Huang · 2020
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Sketchhealer a graph-to-sequence network for recreating partial human sketches
Guoyao Su, Yonggang Qi, Kaiyue Pang, Jie Yang, and Yi-Zhe Song · 2020
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3d shape reconstruction from free-hand sketches
Jiayun Wang, Jierui Lin, Qian Yu, Runtao Liu, Yubei Chen, and Stella X Yu · 2020
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View-gcn: View-based graph convolutional network for 3d shape analysis
Xin Wei, Ruixuan Yu, and Jian Sun · 2020
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S 3 net: Graph representational network for sketch recognition
Lan Yang, Aneeshan Sain, Linpeng Li, Yonggang Qi, Honggang Zhang, and Yi-Zhe Song · 2020
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Sketchgcn: Semantic sketch segmentation with graph convolutional networks
Lumin Yang, Jiajie Zhuang, Hongbo Fu, Kun Zhou, and Youyi Zheng · 2020
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