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Sparse Steerable Convolutions: An Efficient Learning of SE(3)-Equivariant Features for Estimation and Tracking of Object Poses in 3D Space


Nov 14, 2021
Jiehong Lin, Hongyang Li, Ke Chen, Jiangbo Lu, Kui Jia

* Accepted by NeurIPS 2021 

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Monocular 3D Object Detection: An Extrinsic Parameter Free Approach


Jun 30, 2021
Yunsong Zhou, Yuan He, Hongzi Zhu, Cheng Wang, Hongyang Li, Qinhong Jiang


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Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search


Jan 27, 2021
Yibo Yang, Shan You, Hongyang Li, Fei Wang, Chen Qian, Zhouchen Lin


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Exploring Intermediate Representation for Monocular Vehicle Pose Estimation


Nov 17, 2020
Shichao Li, Zengqiang Yan, Hongyang Li, Kwang-Ting Cheng


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ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding


Oct 13, 2020
Yibo Yang, Hongyang Li, Shan You, Fei Wang, Chen Qian, Zhouchen Lin

* NeurIPS 2020 

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Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation


Jul 14, 2020
Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin

* To appear in ECCV 2020 

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Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families


Nov 23, 2019
Yibo Yang, Jianlong Wu, Hongyang Li, Xia Li, Tiancheng Shen, Zhouchen Lin

* AAAI-20 

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SOGNet: Scene Overlap Graph Network for Panoptic Segmentation


Nov 18, 2019
Yibo Yang, Hongyang Li, Xia Li, Qijie Zhao, Jianlong Wu, Zhouchen Lin

* To appear in AAAI 2020. Our method also won the Innovation Award in COCO 2019 challenge 

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Finding Task-Relevant Features for Few-Shot Learning by Category Traversal


May 27, 2019
Hongyang Li, David Eigen, Samuel Dodge, Matthew Zeiler, Xiaogang Wang

* CVPR 2019 

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Feature Intertwiner for Object Detection


Mar 28, 2019
Hongyang Li, Bo Dai, Shaoshuai Shi, Wanli Ouyang, Xiaogang Wang

* ICLR 2019 

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Neural Network Encapsulation


Aug 11, 2018
Hongyang Li, Xiaoyang Guo, Bo Dai, Wanli Ouyang, Xiaogang Wang

* ECCV 2018 

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Zoom Out-and-In Network with Map Attention Decision for Region Proposal and Object Detection


Jun 08, 2018
Hongyang Li, Yu Liu, Wanli Ouyang, Xiaogang Wang

* Accepted by IJCV 

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Recurrent Scale Approximation for Object Detection in CNN


Feb 08, 2018
Yu Liu, Hongyang Li, Junjie Yan, Fangyin Wei, Xiaogang Wang, Xiaoou Tang

* Accepted in ICCV 2017 

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Rethinking Feature Discrimination and Polymerization for Large-scale Recognition


Oct 29, 2017
Yu Liu, Hongyang Li, Xiaogang Wang


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Learning Deep Features via Congenerous Cosine Loss for Person Recognition


Mar 31, 2017
Yu Liu, Hongyang Li, Xiaogang Wang

* Post-rebuttal update. Add some comparison results; correct some technical part; rewrite some sections to make it more readable; code link available 

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Zoom Out-and-In Network with Recursive Training for Object Proposal


Feb 19, 2017
Hongyang Li, Yu Liu, Wanli Ouyang, Xiaogang Wang


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Dual Deep Network for Visual Tracking


Dec 19, 2016
Zhizhen Chi, Hongyang Li, Huchuan Lu, Ming-Hsuan Yang


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Multi-Bias Non-linear Activation in Deep Neural Networks


Apr 03, 2016
Hongyang Li, Wanli Ouyang, Xiaogang Wang


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LCNN: Low-level Feature Embedded CNN for Salient Object Detection


Aug 17, 2015
Hongyang Li, Huchuan Lu, Zhe Lin, Xiaohui Shen, Brian Price


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Inner and Inter Label Propagation: Salient Object Detection in the Wild


May 27, 2015
Hongyang Li, Huchuan Lu, Zhe Lin, Xiaohui Shen, Brian Price

* The full version of the TIP 2015 publication 

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