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Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts

Sep 09, 2021
Hong-Yu Zhou, Chixiang Lu, Sibei Yang, Xiaoguang Han, Yizhou Yu

* Accepted by ICCV 2021. Codes are available at 

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ME-PCN: Point Completion Conditioned on Mask Emptiness

Aug 18, 2021
Bingchen Gong, Yinyu Nie, Yiqun Lin, Xiaoguang Han, Yizhou Yu

* to appear in ICCV 2021 

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SimpModeling: Sketching Implicit Field to Guide Mesh Modeling for 3D Animalmorphic Head Design

Aug 05, 2021
Zhongjin Luo, Jie Zhou, Heming Zhu, Dong Du, Xiaoguang Han, Hongbo Fu

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From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting

Jul 21, 2021
Mengcheng Lan, Shuliang Ning, Yanran Li, Qian Chen, Xunlai Chen, Xiaoguang Han, Shuguang Cui

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Transformer with Peak Suppression and Knowledge Guidance for Fine-grained Image Recognition

Jul 14, 2021
Xinda Liu, Lili Wang, Xiaoguang Han

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Beyond Farthest Point Sampling in Point-Wise Analysis

Jul 12, 2021
Yiqun Lin, Lichang Chen, Haibin Huang, Chongyang Ma, Xiaoguang Han, Shuguang Cui

* 12 pages, 13 figures and 13 tables 

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Hepatocellular Carcinoma Segmentation fromDigital Subtraction Angiography Videos usingLearnable Temporal Difference

Jul 09, 2021
Wenting Jiang, Yicheng Jiang, Lu Zhang, Changmiao Wang, Xiaoguang Han, Shuixing Zhang, Xiang Wan, Shuguang Cui

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Refer-it-in-RGBD: A Bottom-up Approach for 3D Visual Grounding in RGBD Images

Mar 17, 2021
Haolin Liu, Anran Lin, Xiaoguang Han, Lei Yang, Yizhou Yu, Shuguang Cui

* CVPR 2021, project page: 

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3DCaricShop: A Dataset and A Baseline Method for Single-view 3D Caricature Face Reconstruction

Mar 15, 2021
Yuda Qiu, Xiaojie Xu, Lingteng Qiu, Yan Pan, Yushuang Wu, Weikai Chen, Xiaoguang Han

* CVPR 2021. Project page: 

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RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction

Nov 30, 2020
Yinyu Nie, Ji Hou, Xiaoguang Han, Matthias Nießner

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JOLO-GCN: Mining Joint-Centered Light-Weight Information for Skeleton-Based Action Recognition

Nov 16, 2020
Jinmiao Cai, Nianjuan Jiang, Xiaoguang Han, Kui Jia, Jiangbo Lu

* Accepted at IEEE WACV 2021 

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Skeleton-bridged Point Completion: From Global Inference to Local Adjustment

Oct 14, 2020
Yinyu Nie, Yiqun Lin, Xiaoguang Han, Shihui Guo, Jian Chang, Shuguang Cui, Jian Jun Zhang

* Accepted by NeurIPS 2020; Project Page: 

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A deep learning based interactive sketching system for fashion images design

Oct 09, 2020
Yao Li, Xianggang Yu, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu

* 6 pages, 6 figures 

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Reinforcement Learning for Weakly Supervised Temporal Grounding of Natural Language in Untrimmed Videos

Sep 18, 2020
Jie Wu, Guanbin Li, Xiaoguang Han, Liang Lin

* Accepted by ACM MM 2020 

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Ultrasound Liver Fibrosis Diagnosis using Multi-indicator guided Deep Neural Networks

Sep 10, 2020
Jiali Liu, Wenxuan Wang, Tianyao Guan, Ningbo Zhao, Xiaoguang Han, Zhen Li

* Machine Learning in Medical Imaging 2019 
* Jiali Liu and Wenxuan Wang are equal contribution 

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SkeletonNet: A Topology-Preserving Solution for Learning Mesh Reconstruction of Object Surfaces from RGB Images

Aug 13, 2020
Jiapeng Tang, Xiaoguang Han, Mingkui Tan, Xin Tong, Kui Jia

* 15 pages, 13 figures 

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Peeking into occluded joints: A novel framework for crowd pose estimation

Mar 31, 2020
Lingteng Qiu, Xuanye Zhang, Yanran Li, Guanbin Li, Xiaojun Wu, Zixiang Xiong, Xiaoguang Han, Shuguang Cui

* The code of OPEC-Net is available at: 

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Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images

Mar 28, 2020
Heming Zhu, Yu Cao, Hang Jin, Weikai Chen, Dong Du, Zhangye Wang, Shuguang Cui, Xiaoguang Han

* 23 pages, 9 figures. For project page, see 

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Learning Inverse Rendering of Faces from Real-world Videos

Mar 26, 2020
Yuda Qiu, Zhangyang Xiong, Kai Han, Zhongyuan Wang, Zixiang Xiong, Xiaoguang Han

* First two authors contributed equally. Code: 

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FPConv: Learning Local Flattening for Point Convolution

Mar 14, 2020
Yiqun Lin, Zizheng Yan, Haibin Huang, Dong Du, Ligang Liu, Shuguang Cui, Xiaoguang Han

* Camera-ready, accepted to CVPR 2020 

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HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape Estimation

Mar 10, 2020
Kun Zhou, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu

* 14 pages, 14figures, Externed version of HEMlets Pose [ICCV2019]. arXiv admin note: substantial text overlap with arXiv:1910.12032 

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Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image

Feb 27, 2020
Yinyu Nie, Xiaoguang Han, Shihui Guo, Yujian Zheng, Jian Chang, Jian Jun Zhang

* Accepted by CVPR 2020 

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Shallow2Deep: Indoor Scene Modeling by Single Image Understanding

Feb 22, 2020
Yinyu Nie, Shihui Guo, Jian Chang, Xiaoguang Han, Jiahui Huang, Shi-Min Hu, Jian Jun Zhang

* Pattern Recognition. 2020 Feb 12:107271 
* Accepted by Pattern Recognition 

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Self-Enhanced Convolutional Network for Facial Video Hallucination

Nov 23, 2019
Chaowei Fang, Guanbin Li, Xiaoguang Han, Yizhou Yu

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