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ABOUT ME
I am an assistant researcher of the Graphics and Geometric Computing Group in the Department of Computer Science and Technology at Tsinghua University, Beijing, P. R. China.
I received my bachelor's degree and Ph.D., mentored by Prof. Shi-Min Hu, in Computer Science and Technology from Tsinghua University in 2011 and 2016, respectively.
My research interests are in computer graphics. Currently I'm working on:
-visual media learning
-SLAM and 3D reconstruction
-human robot interaction.
PUBLICATIONS (SELECTED)
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Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks
Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu.
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Accepted, 2022.
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Recursive-NeRF: An Efficient and Dynamically Growing NeRF
Guo-Wei Yang, Wen-Yang Zhou, Hao-Yang Peng, Dun Liang, Tai-Jiang Mu, Shi-Min Hu.
IEEE Transactions on Visualization and Computer Graphics (TVCG), Accepted, 2022.
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CIRCLE: Convolutional Implicit Reconstruction and Completion for Large-scale Indoor Scene
Hao-Xiang Chen, Jiahui Huang, Tai-Jiang Mu*, Shi-Min Hu.
Proceedings of the European Conference on Computer Vision (ECCV) 2022, accepted.
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ObjectFusion: Accurate Object-level SLAM with Neural Object Priors
Zi-Xin Zou, Shi-Sheng Huang, Tai-Jiang Mu*, Yu-Ping Wang.
Graphical Models 2022, Volume 123, 101165.
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ClusterGNN: Cluster-Based Coarse-To-Fine Graph Neural Network for Efficient Feature Matching
Yan Shi, Jun-Xiong Cai, Yoli Shavit, Tai-Jiang Mu, Wensen Feng, Kai Zhang.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 12517-12526, 2022.
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Subdivision-Based Mesh Convolution Networks
Shi-Min Hu, Zheng-Ning Liu, Meng-Hao Guo, Jun-Xiong Cai, Jiahui Huang, Tai-Jiang Tai, Ralph R. Martin.
ACM Transactions on Graphics (TOG) 41(3): 25:1-25:16 (2022)
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Accurate Dynamic SLAM Using CRF-Based Long-Term Consistency
Zheng-Jun Du, Shi-Sheng Huang, Tai-Jiang Mu*, Qunhe Zhao, Ralph R. Martin and Kun Xu.
IEEE Transactions on Visualization and Computer Graphics (TVCG) 28(4): 1745-1757 (2022).
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Supervoxel Convolution for Online 3D Semantic Segmentation
Shi-Sheng Huang, Ze-Yu Ma, Tai-Jiang Mu, Hongbo Fu, Shi-Min Hu.
ACM Transactions on Graphics (TOG) 40(3): 34:1-34:15 (2021).
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PCT: Point Cloud Transformer
Meng-Hao Guo, Jun-Xiong Cai, Zheng-Ning Liu, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu.
Computational Visual Media 7(2): 187-199 (2021)
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ClusterVO: Clustering Moving Instances and Estimating Visual Odometry for Self and Surroundings
Jia-Hui Huang, Sheng Yang, Tai-Jiang Mu and Shi-Min Hu.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2168-2177, 2020.
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Lidar-Monocular Visual Odometry using Point and Line Features
Shi-Sheng Huang, Ze-Yu Ma, Tai-Jiang Mu, Hongbo Fu and Shi-Min Hu.
Proceedings of the International Conference on Robotics and Automation (ICRA), 1091-1097, 2020.
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S4Net: Single Stage Salient-Instance Segmentation
Ruochen Fan, Ming-Ming Cheng, Qibin Hou, Tai-Jiang Mu, Jingdong Wang and Shi-Min Hu.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 6103-6112, 2019.
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A Response Time Model for Abrupt Changes in Binocular Disparity
Tai-Jiang Mu, Jia-Jia Sun, Ralph R. Martin, and Shi-Min Hu.
The Visual Computer 31(5): 675-687 (2015).
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Stereoscopic Image Completion and Depth Recovery
Tai-Jiang Mu, Ju-Hong Wang, Song-Pei Du, and Shi-Min Hu.
The Visual Computer 30(6-8): 833-843 (2014).
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| Last updated on 01/08/2022. © 2016-2022. |
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