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AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations

Apr 01, 2019
Guo-Jun Qi, Liheng Zhang, Chang Wen Chen, Qi Tian

* http://maple-lab.net/projects/AVT.htm. arXiv admin note: text overlap with arXiv:1901.04596 

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AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations rather than Data

Jan 14, 2019
Liheng Zhang, Guo-Jun Qi, Liqiang Wang, Jiebo Luo


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Gated Context Aggregation Network for Image Dehazing and Deraining

Nov 21, 2018
Dongdong Chen, Mingming He, Qingnan Fan, Jing Liao, Liheng Zhang, Dongdong Hou, Lu Yuan, Gang Hua

* Accepted by WACV 2019 

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CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces

Oct 20, 2018
Liheng Zhang, Marzieh Edraki, Guo-Jun Qi

* Liheng Zhang, Marzieh Edraki, Guo-Jun Qi. CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces, in Proccedings of Thirty-second Conference on Neural Information Processing Systems (NIPS 2018), Palais des Congr\`es de Montr\'eal, Montr\'eal, Canda, December 3-8, 2018 

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Global versus Localized Generative Adversarial Nets

Mar 27, 2018
Guo-Jun Qi, Liheng Zhang, Hao Hu, Marzieh Edraki, Jingdong Wang, Xian-Sheng Hua

* Proceedings of of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, Utah, June 18th - June 22nd, 2018 

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