Xiaodan Liang

Rethinking Knowledge Graph Propagation for Zero-Shot Learning

May 31, 2018
Michael Kampffmeyer, Yinbo Chen, Xiaodan Liang, Hao Wang, Yujia Zhang, Eric P. Xing

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* The first two authors contributed equally. Code at https://github.com/cyvius96/adgpm

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Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach

May 28, 2018
Yunchao Wei, Jiashi Feng, Xiaodan Liang, Ming-Ming Cheng, Yao Zhao, Shuicheng Yan

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* Accepted to appear in CVPR 2017 (oral)

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Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation

May 21, 2018
Christy Y. Li, Xiaodan Liang, Zhiting Hu, Eric P. Xing

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Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching

May 12, 2018
Kai Wen Wang, Xiangrui Zeng, Xiaodan Liang, Zhiguang Huo, Eric P. Xing, Min Xu

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* British Machine Vision Conference (BMVC) 2018

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DTR-GAN: Dilated Temporal Relational Adversarial Network for Video Summarization

Apr 30, 2018
Yujia Zhang, Michael Kampffmeyer, Xiaodan Liang, Dingwen Zhang, Min Tan, Eric P. Xing

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ConnNet: A Long-Range Relation-Aware Pixel-Connectivity Network for Salient Segmentation

Apr 20, 2018
Michael Kampffmeyer, Nanqing Dong, Xiaodan Liang, Yujia Zhang, Eric P. Xing

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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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