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PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions

Aug 11, 2020
Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma

* Accepted by ICML2020 

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Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning

Jun 23, 2020
Jie An, Tao Li, Haozhi Huang, Li Shen, Xuan Wang, Yongyi Tang, Jinwen Ma, Wei Liu, Jiebo Luo


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DefenseVGAE: Defending against Adversarial Attacks on Graph Data via a Variational Graph Autoencoder

Jun 16, 2020
Ao Zhang, Jinwen Ma

* 11 pages, 2 figures 

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Multi-Label Classification with Label Graph Superimposing

Nov 21, 2019
Ya Wang, Dongliang He, Fu Li, Xiang Long, Zhichao Zhou, Jinwen Ma, Shilei Wen

* AAAI 2020 

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Transformation of Dense and Sparse Text Representations

Nov 07, 2019
Wenpeng Hu, Mengyu Wang, Bing Liu, Feng Ji, Haiqing Chen, Dongyan Zhao, Jinwen Ma, Rui Yan


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Fast Universal Style Transfer for Artistic and Photorealistic Rendering

Jul 06, 2019
Jie An, Haoyi Xiong, Jiebo Luo, Jun Huan, Jinwen Ma


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StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks

Jun 06, 2019
Jie An, Haoyi Xiong, Jinwen Ma, Jiebo Luo, Jun Huan


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GSN: A Graph-Structured Network for Multi-Party Dialogues

May 31, 2019
Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao, Jinwen Ma, Rui Yan


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Non-convex Penalty for Tensor Completion and Robust PCA

Apr 23, 2019
Tao Li, Jinwen Ma


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Spatial-Aware Non-Local Attention for Fashion Landmark Detection

Mar 11, 2019
Yixin Li, Shengqin Tang, Yun Ye, Jinwen Ma


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ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes

Jul 25, 2018
Taihong Xiao, Jiapeng Hong, Jinwen Ma

* European Conference on Computer Vision 2018 
* Github: https://github.com/Prinsphield/ELEGANT 

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The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Minima and Regularization Effects

May 21, 2018
Zhanxing Zhu, Jingfeng Wu, Bing Yu, Lei Wu, Jinwen Ma


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DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images

Mar 28, 2018
Taihong Xiao, Jiapeng Hong, Jinwen Ma

* ICLR 2018 workshop, github: https://github.com/Prinsphield/DNA-GAN 

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