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Learnable Boundary Guided Adversarial Training

Nov 23, 2020
Jiequan Cui, Shu Liu, Liwei Wang, Jiaya Jia


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Dive Deeper Into Box for Object Detection

Jul 15, 2020
Ran Chen, Yong Liu, Mengdan Zhang, Shu Liu, Bei Yu, Yu-Wing Tai

* Accepted by ECCV 2020 

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Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks

Apr 14, 2020
Shu Liu, Wei Li, Yunfang Wu, Qi Su, Xu Sun


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PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation

Apr 03, 2020
Li Jiang, Hengshuang Zhao, Shaoshuai Shi, Shu Liu, Chi-Wing Fu, Jiaya Jia

* CVPR 2020 

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3DSSD: Point-based 3D Single Stage Object Detector

Feb 24, 2020
Zetong Yang, Yanan Sun, Shu Liu, Jiaya Jia


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Learning Stochastic Behaviour of Aggregate Data

Feb 14, 2020
Shaojun Ma, Shu Liu, Hongyuan Zha, Haomin Zhou


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GridMask Data Augmentation

Jan 14, 2020
Pengguang Chen, Shu Liu, Hengshuang Zhao, Jiaya Jia


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DSGN: Deep Stereo Geometry Network for 3D Object Detection

Jan 10, 2020
Yilun Chen, Shu Liu, Xiaoyong Shen, Jiaya Jia


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EmbedMask: Embedding Coupling for One-stage Instance Segmentation

Dec 05, 2019
Hui Ying, Zhaojin Huang, Shu Liu, Tianjia Shao, Kun Zhou

* Code is available at github.com/yinghdb/EmbedMask 

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Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation

Sep 23, 2019
Li Jiang, Hengshuang Zhao, Shu Liu, Xiaoyong Shen, Chi-Wing Fu, Jiaya Jia

* Accepted by ICCV 2019 

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Driver Identification via the Steering Wheel

Sep 09, 2019
Bernhard Gahr, Shu Liu, Kevin Koch, Filipe Barata, André Dahlinger, Benjamin Ryder, Elgar Fleisch, Felix Wortmann

* 10 pages, 16 figures, 6 equations 

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Orthogonal Center Learning with Subspace Masking for Person Re-Identification

Aug 28, 2019
Weinong Wang, Wenjie Pei, Qiong Cao, Shu Liu, Xiaoyong Shen, Yu-Wing Tai


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Fast Point R-CNN

Aug 16, 2019
Yilun Chen, Shu Liu, Xiaoyong Shen, Jiaya Jia


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STD: Sparse-to-Dense 3D Object Detector for Point Cloud

Jul 22, 2019
Zetong Yang, Yanan Sun, Shu Liu, Xiaoyong Shen, Jiaya Jia

* arXiv admin note: text overlap with arXiv:1812.05276 

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Associatively Segmenting Instances and Semantics in Point Clouds

Feb 28, 2019
Xinlong Wang, Shu Liu, Xiaoyong Shen, Chunhua Shen, Jiaya Jia

* Accepted by CVPR2019 

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Human Pose Estimation with Spatial Contextual Information

Jan 07, 2019
Hong Zhang, Hao Ouyang, Shu Liu, Xiaojuan Qi, Xiaoyong Shen, Ruigang Yang, Jiaya Jia


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IPOD: Intensive Point-based Object Detector for Point Cloud

Dec 13, 2018
Zetong Yang, Yanan Sun, Shu Liu, Xiaoyong Shen, Jiaya Jia


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Sequential Context Encoding for Duplicate Removal

Oct 20, 2018
Lu Qi, Shu Liu, Jianping Shi, Jiaya Jia

* Accepted in NIPS 2018 

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Deep Anticipation: Light Weight Intelligent Mobile Sensing in IoT by Recurrent Architecture

Oct 15, 2018
Guang Chen, Shu Liu, Kejia Ren, Zhongnan Qu, Changhong Fu, Gereon Hinz, Alois Knoll

* 7 pages, 6 figures, 1 table 

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Path Aggregation Network for Instance Segmentation

Sep 18, 2018
Shu Liu, Lu Qi, Haifang Qin, Jianping Shi, Jiaya Jia

* Accepted to CVPR 2018 

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Evaluating Semantic Rationality of a Sentence: A Sememe-Word-Matching Neural Network based on HowNet

Sep 11, 2018
Shu Liu, Jingjing Xu, Xuancheng Ren, Xu Sun


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Label distribution based facial attractiveness computation by deep residual learning

Sep 07, 2016
Shu Liu, Bo Li, Yangyu Fan, Zhe Guo, Ashok Samal

* 3 pages, 3 figures. The first two authors are parallel first author 

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