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Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation

Aug 04, 2020
Hui Zhou, Xinge Zhu, Xiao Song, Yuexin Ma, Zhe Wang, Hongsheng Li, Dahua Lin

* Source code: 

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Skinning a Parameterization of Three-Dimensional Space for Neural Network Cloth

Jun 08, 2020
Jane Wu, Zhenglin Geng, Hui Zhou, Ronald Fedkiw

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Imitation Learning for Fashion Style Based on Hierarchical Multimodal Representation

Apr 13, 2020
Shizhu Liu, Shanglin Yang, Hui Zhou

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AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching

Apr 09, 2020
Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Zhe Wang, Jianping Shi

* 18 pages, 5 figures, 5 tables 

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SegVoxelNet: Exploring Semantic Context and Depth-aware Features for 3D Vehicle Detection from Point Cloud

Feb 13, 2020
Hongwei Yi, Shaoshuai Shi, Mingyu Ding, Jiankai Sun, Kui Xu, Hui Zhou, Zhe Wang, Sheng Li, Guoping Wang

* Accepted by ICRA2020 

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Recovering Geometric Information with Learned Texture Perturbations

Jan 20, 2020
Jane Wu, Yongxu Jin, Zhenglin Geng, Hui Zhou, Ronald Fedkiw

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Robust Multi-Modality Multi-Object Tracking

Sep 09, 2019
Wenwei Zhang, Hui Zhou, Shuyang Sun, Zhe Wang, Jianping Shi, Chen Change Loy

* To appear in ICCV 2019. Code and models are available at 

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3D Virtual Garment Modeling from RGB Images

Jul 31, 2019
Yi Xu, Shanglin Yang, Wei Sun, Li Tan, Kefeng Li, Hui Zhou

* 9 pages; 9 figures; accepted to IEEE International Symposium on Mixed and Augmented Reality 2019 

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Pose Guided Fashion Image Synthesis Using Deep Generative Model

Jun 17, 2019
Wei Sun, Jawadul H. Bappy, Shanglin Yang, Yi Xu, Tianfu Wu, Hui Zhou

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Ranking-Based Autoencoder for Extreme Multi-label Classification

Apr 11, 2019
Bingyu Wang, Li Chen, Wei Sun, Kechen Qin, Kefeng Li, Hui Zhou

* Accepted by NAACL-HLT 2019 as a long paper 

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Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation

Sep 04, 2018
Xinge Zhu, Hui Zhou, Ceyuan Yang, Jianping Shi, Dahua Lin

* ECCV 2018 

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Deep Continuous Conditional Random Fields with Asymmetric Inter-object Constraints for Online Multi-object Tracking

Jun 04, 2018
Hui Zhou, Wanli Ouyang, Jian Cheng, Xiaogang Wang, Hongsheng Li

* Accepted to TCSVT 

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Crafting GBD-Net for Object Detection

Oct 08, 2016
Xingyu Zeng, Wanli Ouyang, Junjie Yan, Hongsheng Li, Tong Xiao, Kun Wang, Yu Liu, Yucong Zhou, Bin Yang, Zhe Wang, Hui Zhou, Xiaogang Wang

* This paper shows the details of our approach in wining the ImageNet object detection challenge of 2016, with source code provided on \url{}. The preliminary version of this paper is presented at the ECCV. Xingyu Zeng and Wanli Ouyang contributed equally 

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