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Yulan Guo

National University of Defense Technology, Sun Yatsen University

Deep Learning for Scene Classification: A Survey

Feb 20, 2021
Delu Zeng, Minyu Liao, Mohammad Tavakolian, Yulan Guo, Bolei Zhou, Dewen Hu, Matti Pietikäinen, Li Liu


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Bilateral Grid Learning for Stereo Matching Network

Jan 01, 2021
Bin Xu, Yuhua Xu, Xiaoli Yang, Wei Jia, Yulan Guo


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SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration

Nov 24, 2020
Sheng Ao, Qingyong Hu, Bo Yang, Andrew Markham, Yulan Guo


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Symmetric Parallax Attention for Stereo Image Super-Resolution

Nov 07, 2020
Yingqian Wang, Xinyi Ying, Longguang Wang, Jungang Yang, Wei An, Yulan Guo

* Submitted to IEEE Transactions on Image Processing 
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Distortion-aware Monocular Depth Estimation for Omnidirectional Images

Oct 18, 2020
Hong-Xiang Chen, Kunhong Li, Yulan Guo, Zhiheng Fu, Mengyi Liu

* 10 pages, 5 figures 
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A Practical Guide to Graph Neural Networks

Oct 11, 2020
Isaac Ronald Ward, Jack Joyner, Casey Lickfold, Stash Rowe, Yulan Guo, Mohammed Bennamoun

* 28 pages, 15 figures, currently under review at ACM CSUR 
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Parallax Attention for Unsupervised Stereo Correspondence Learning

Sep 16, 2020
Longguang Wang, Yulan Guo, Yingqian Wang, Zhengfa Liang, Zaiping Lin, Jungang Yang, Wei An

* Accepted by IEEE TPAMI 2020. arXiv admin note: text overlap with arXiv:1903.05784 
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Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs

Aug 19, 2020
Ruigang Fu, Qingyong Hu, Xiaohu Dong, Yulan Guo, Yinghui Gao, Biao Li

* BMVC 2020 (Oral presentation). Code is avaliable at: https://github.com/Fu0511/XGrad-CAM 
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Light Field Image Super-Resolution Using Deformable Convolution

Jul 07, 2020
Yingqian Wang, Jungang Yang, Longguang Wang, Xinyi Ying, Tianhao Wu, Wei An, Yulan Guo

* Submitted to IEEE Transactions on Image Processing (TIP) 
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Pseudo-LiDAR Point Cloud Interpolation Based on 3D Motion Representation and Spatial Supervision

Jun 20, 2020
Haojie Liu, Kang Liao, Chunyu Lin, Yao Zhao, Yulan Guo

* 10 pages, 6 figures 
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Learning Sparse Masks for Efficient Image Super-Resolution

Jun 17, 2020
Longguang Wang, Xiaoyu Dong, Yingqian Wang, Xinyi Ying, Zaiping Lin, Wei An, Yulan Guo


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Learning Local Features with Context Aggregation for Visual Localization

May 30, 2020
Siyu Hong, Kunhong Li, Yongcong Zhang, Zhiheng Fu, Mengyi Liu, Yulan Guo

* 4 pages, 2 figures 
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Learning for Scale-Arbitrary Super-Resolution from Scale-Specific Networks

Apr 08, 2020
Longguang Wang, Yingqian Wang, Zaiping Lin, Jungang Yang, Wei An, Yulan Guo


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Deformable 3D Convolution for Video Super-Resolution

Apr 06, 2020
Xinyi Ying, Longguang Wang, Yingqian Wang, Weidong Sheng, Wei An, Yulan Guo


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Deep Video Super-Resolution using HR Optical Flow Estimation

Jan 06, 2020
Longguang Wang, Yulan Guo, Li Liu, Zaiping Lin, Xinpu Deng, Wei An

* Accepted by IEEE TIP. arXiv admin note: text overlap with arXiv:1809.08573 
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Deep Learning for 3D Point Clouds: A Survey

Dec 27, 2019
Yulan Guo, Hanyun Wang, Qingyong Hu, Hao Liu, Li Liu, Mohammed Bennamoun

* https://github.com/QingyongHu/SoTA-Point-Cloud 
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Spatial-Angular Interaction for Light Field Image Super-Resolution

Dec 17, 2019
Yingqian Wang, Longguang Wang, Jungang Yang, Wei An, Jingyi Yu, Yulan Guo


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DeOccNet: Learning to See Through Foreground Occlusions in Light Fields

Dec 10, 2019
Yingqian Wang, Tianhao Wu, Jungang Yang, Longguang Wang, Wei An, Yulan Guo

* 10 pages, 8 figures 
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RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds

Nov 25, 2019
Qingyong Hu, Bo Yang, Linhai Xie, Stefano Rosa, Yulan Guo, Zhihua Wang, Niki Trigoni, Andrew Markham

* Code and data are available at: https://github.com/QingyongHu/RandLA-Net 
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PLIN: A Network for Pseudo-LiDAR Point Cloud Interpolation

Sep 16, 2019
Haojie Liu, Kang Liao, Chunyu Lin, Yao Zhao, Yulan Guo

* 7 pages, 5 figures, Submitted to ICRA2020 
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Unsupervised Primitive Discovery for Improved 3D Generative Modeling

Jun 09, 2019
Salman H. Khan, Yulan Guo, Munawar Hayat, Nick Barnes

* CVPR 2019 
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Learning Parallax Attention for Stereo Image Super-Resolution

Mar 19, 2019
Longguang Wang, Yingqian Wang, Zhengfa Liang, Zaiping Lin, Jungang Yang, Wei An, Yulan Guo

* To appear in CVPR 2019 
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Flickr1024: A Dataset for Stereo Image Super-Resolution

Mar 15, 2019
Yingqian Wang, Longguang Wang, Jungang Yang, Wei An, Yulan Guo

* 5 pages, 4 figures 
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A Sketch Based 3D Shape Retrieval Approach Based on Efficient Deep Point-to-Subspace Metric Learning

Mar 13, 2019
Yinjie Lei, Ziqin Zhou, Pingping Zhang, Yulan Guo, Zijun Ma, Lingqiao Liu

* The first author wants to withdraw this paper. He has noticed several setting errors in experiment parts 
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Learning for Video Super-Resolution through HR Optical Flow Estimation

Oct 25, 2018
Longguang Wang, Yulan Guo, Zaiping Lin, Xinpu Deng, Wei An

* To appear in ACCV 2018 
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