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Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark


Apr 05, 2018
Xiaodan Liang, Ke Gong, Xiaohui Shen, Liang Lin

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* We proposed the most comprehensive dataset around the world for human-centric analysis! (Accepted By T-PAMI 2018) The dataset, code and models are available at http://www.sysu-hcp.net/lip/ . arXiv admin note: substantial text overlap with arXiv:1703.05446 

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Visual Question Reasoning on General Dependency Tree


Mar 31, 2018
Qingxing Cao, Xiaodan Liang, Bailing Li, Guanbin Li, Liang Lin

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* Accepted as spotlight at CVPR 2018 

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Dynamic-structured Semantic Propagation Network


Mar 16, 2018
Xiaodan Liang, Hongfei Zhou, Eric Xing

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* CVPR 2018 

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Deep Structured Scene Parsing by Learning with Image Descriptions


Feb 28, 2018
Liang Lin, Guangrun Wang, Rui Zhang, Ruimao Zhang, Xiaodan Liang, Wangmeng Zuo

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* Discovering a semantic object hierarchy with object interaction relations (Publhised in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. (oral)) 

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Learning to Segment Human by Watching YouTube


Feb 28, 2018
Xiaodan Liang, Yunchao Wei, Liang Lin, Yunpeng Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan

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* 10.1109/TPAMI.2016.2598340 
* Very-weakly supervised learning framework. New state-of-the-art performance on the human segmentation task! (Published in T-PAMI 2017) 

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Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms


Feb 12, 2018
Chang Liu, Xiangrui Zeng, Ruogu Lin, Xiaodan Liang, Zachary Freyberg, Eric Xing, Min Xu

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* IEEE International Conference on Image Processing (ICIP) 2018 
* 9 pages 

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Structured Generative Adversarial Networks


Nov 02, 2017
Zhijie Deng, Hao Zhang, Xiaodan Liang, Luona Yang, Shizhen Xu, Jun Zhu, Eric P. Xing

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* To appear in NIPS 2017 

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Nonparametric Variational Auto-encoders for Hierarchical Representation Learning


Aug 25, 2017
Prasoon Goyal, Zhiting Hu, Xiaodan Liang, Chenyu Wang, Eric Xing

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* Accepted in ICCV 2017 

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Attention-Aware Face Hallucination via Deep Reinforcement Learning


Aug 10, 2017
Qingxing Cao, Liang Lin, Yukai Shi, Xiaodan Liang, Guanbin Li

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Dual Motion GAN for Future-Flow Embedded Video Prediction


Aug 03, 2017
Xiaodan Liang, Lisa Lee, Wei Dai, Eric P. Xing

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* ICCV 17 camera ready 

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