穆太江 - 清华大学 - 计算机科学与技术系

个人简介

教育背景工学博士（计算机科学与技术），清华大学，中国，2011.9-2016.7 工学学士（计算机科学与技术），清华大学，中国，2007.9-2011.7 工作履历 2019.1-至今：清华大学计算机系，助理研究员 2016.7-2019.1: 清华大学计算机系，博士后 SERVICES Program committee member: CGI 2023, CAD/CG 2023, CVM 2023, CVM 2022, GDC 2022, ChinaGraph 2022 Editorial board: Visual Computing for Industry, Biomedicine and Art (VCIBA)

近期论文

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Qun-Ce Xu, Tai-Jiang Mu, Yong-Liang Yang: A survey of deep learning-based 3D shape generation. Comput. Vis. Media 9(3): 407-442 (2023)" Tai-Jiang Mu, Hao-Xiang Chen, Junxiong Cai, Ning Guo: Neural 3D reconstruction from sparse views using geometric priors. Comput. Vis. Media 9(4): 687-697 (2023)" Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu: Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5436-5447 (2023)" Hanchao Liu, Yuhe Liu, Tai-Jiang Mu, Sharon X. Huang, Shi-Min Hu: Skeleton-CutMix: Mixing Up Skeleton With Probabilistic Bone Exchange for Supervised Domain Adaptation. IEEE Trans. Image Process. 32: 4046-4058 (2023)" Le Kang, Tai-Jiang Mu, Guoping Zhao: Hierarchical Transformer-based Siamese Network for Related Trading Detection in Financial Market. IJCNN 2023: 1-8" Xiang-Li Li, Meng-Hao Guo, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu: Long Range Pooling for 3D Large-Scale Scene Understanding. CoRR abs/2301.06962 (2023)" Chuanyu Pan, Guowei Yang, Taijiang Mu, Yu-Kun Lai: Generating Animatable 3D Cartoon Faces from Single Portraits. CoRR abs/2307.01468 (2023)" Haoxuan Song, Tai-Jiang Mu, Ralph Robert Martin: Joint Hand and Object Pose Estimation from a Single RGB Image using High-level 2D Constraints. Comput. Graph. Forum 41(7): 383-394 (2022)" Zi-Xin Zou, Shi-Sheng Huang, Tai-Jiang Mu, Yu-Ping Wang: ObjectFusion: Accurate object-level SLAM with neural object priors. Graph. Model. 123: 101165 (2022)" Meng-Hao Guo, Tian-Xing Xu, Jiang-Jiang Liu, Zheng-Ning Liu, Peng-Tao Jiang, Tai-Jiang Mu, Song-Hai Zhang, Ralph R. Martin, Ming-Ming Cheng, Shi-Min Hu: Attention mechanisms in computer vision: A survey. Comput. Vis. Media 8(3): 331-368 (2022)" Shi-Min Hu, Zheng-Ning Liu, Meng-Hao Guo, Junxiong Cai, Jiahui Huang, Tai-Jiang Mu, Ralph R. Martin: Subdivision-based Mesh Convolution Networks. ACM Trans. Graph. 41(3): 25:1-25:16 (2022)" Zheng-Jun Du, Shi-Sheng Huang, Tai-Jiang Mu, Qunhe Zhao, Ralph R. Martin, Kun Xu: Accurate Dynamic SLAM Using CRF-Based Long-Term Consistency. IEEE Trans. Vis. Comput. Graph. 28(4): 1745-1757 (2022)" Yan Shi, Junxiong Cai, Yoli Shavit, Tai-Jiang Mu, Wensen Feng, Kai Zhang: ClusterGNN: Cluster-based Coarse-to-Fine Graph Neural Network for Efficient Feature Matching. CVPR 2022: 12507-12516" Haoxiang Chen, Jiahui Huang, Tai-Jiang Mu, Shi-Min Hu: CIRCLE: Convolutional Implicit Reconstruction and Completion for Large-Scale Indoor Scene. ECCV (32) 2022: 506-522" Yan Shi, Junxiong Cai, Yoli Shavit, Tai-Jiang Mu, Wensen Feng, Kai Zhang: ClusterGNN: Cluster-based Coarse-to-Fine Graph Neural Network for Efficient Feature Matching. CoRR abs/2204.11700 (2022)" Zi-Xin Zou, Shi-Sheng Huang, Yan-Pei Cao, Tai-Jiang Mu, Ying Shan, Hongbo Fu: MonoNeuralFusion: Online Monocular Neural 3D Reconstruction with Geometric Priors. CoRR abs/2209.15153 (2022)" Junxiong Cai, Tai-Jiang Mu, Yu-Kun Lai, Shimin Hu: LinkNet: 2D-3D linked multi-modal network for online semantic segmentation of RGB-D videos. Comput. Graph. 98: 37-47 (2021)" Meng-Hao Guo, Junxiong Cai, Zheng-Ning Liu, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu: PCT: Point cloud transformer. Comput. Vis. Media 7(2): 187-199 (2021)" Hanchao Liu, Tai-Jiang Mu, Xiaolei Huang: Detecting human - object interaction with multi-level pairwise feature network. Comput. Vis. Media 7(2): 229-239 (2021)" Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Dun Liang, Ralph R. Martin, Shi-Min Hu: Can attention enable MLPs to catch up with CNNs? Comput. Vis. Media 7(3): 283-288 (2021)" Haoxuan Song, Jiahui Huang, Yan-Pei Cao, Tai-Jiang Mu: HDR-Net-Fusion: Real-time 3D dynamic scene reconstruction with a hierarchical deep reinforcement network. Comput. Vis. Media 7(4): 419-435 (2021)" Shi-Sheng Huang, Ze-Yu Ma, Tai-Jiang Mu, Hongbo Fu, Shi-Min Hu: Supervoxel Convolution for Online 3D Semantic Segmentation. ACM Trans. Graph. 40(3): 34:1-34:15 (2021)" Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu: Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks. CoRR abs/2105.02358 (2021)" Guo-Wei Yang, Wen-Yang Zhou, Hao-Yang Peng, Dun Liang, Tai-Jiang Mu, Shi-Min Hu: Recursive-NeRF: An Efficient and Dynamically Growing NeRF. CoRR abs/2105.09103 (2021)" Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Dun Liang, Ralph R. Martin, Shi-Min Hu: Can Attention Enable MLPs To Catch Up With CNNs? CoRR abs/2105.15078 (2021)" Shi-Min Hu, Zheng-Ning Liu, Meng-Hao Guo, Junxiong Cai, Jiahui Huang, Tai-Jiang Mu, Ralph R. Martin: Subdivision-Based Mesh Convolution Networks. CoRR abs/2106.02285 (2021)" Meng-Hao Guo, Tian-Xing Xu, Jiang-Jiang Liu, Zheng-Ning Liu, Peng-Tao Jiang, Tai-Jiang Mu, Song-Hai Zhang, Ralph R. Martin, Ming-Ming Cheng, Shi-Min Hu: Attention Mechanisms in Computer Vision: A Survey. CoRR abs/2111.07624 (2021)" Haoxiang Chen, Jiahui Huang, Tai-Jiang Mu, Shi-Min Hu: CIRCLE: Convolutional Implicit Reconstruction and Completion for Large-scale Indoor Scene. CoRR abs/2111.12905 (2021)" Jiahui Huang, Zheng-Fei Kuang, Fang-Lue Zhang, Tai-Jiang Mu: WallNet: Reconstructing General Room Layouts from RGB Images. Graph. Model. 111: 101076 (2020)" Ruochen Fan, Ming-Ming Cheng, Qibin Hou, Tai-Jiang Mu, Jingdong Wang, Shi-Min Hu: S4Net: Single stage salient-instance segmentation. Comput. Vis. Media 6(2): 191-204 (2020)" Ding-Nan Zou, Song-Hai Zhang, Tai-Jiang Mu, Min Zhang: A new dataset of dog breed images and a benchmark for finegrained classification. Comput. Vis. Media 6(4): 477-487 (2020)" Dun Liang, Yuanchen Guo, Shaokui Zhang, Tai-Jiang Mu, Xiaolei Huang: Lane Detection: A Survey with New Results. J. Comput. Sci. Technol. 35(3): 493-505 (2020)" Jiahui Huang, Sheng Yang, Tai-Jiang Mu, Shi-Min Hu: ClusterVO: Clustering Moving Instances and Estimating Visual Odometry for Self and Surroundings. CVPR 2020: 2165-2174" Shi-Sheng Huang, Ze-Yu Ma, Tai-Jiang Mu, Hongbo Fu, Shi-Min Hu: Lidar-Monocular Visual Odometry using Point and Line Features. ICRA 2020: 1091-1097" Jiahui Huang, Sheng Yang, Tai-Jiang Mu, Shi-Min Hu: ClusterVO: Clustering Moving Instances and Estimating Visual Odometry for Self and Surroundings. CoRR abs/2003.12980 (2020)" Jun Hu, Zhongyu Jiang, Xionghao Ding, Peter Hall, Taijiang Mu: VGPN: Voice-Guided Pointing Robot Navigation for Humans. CoRR abs/2004.01600 (2020)" Congyue Deng, Tai-Jiang Mu, Shi-Min Hu: Alternating ConvLSTM: Learning Force Propagation with Alternate State Updates. CoRR abs/2006.07818 (2020)" Meng-Hao Guo, Junxiong Cai, Zheng-Ning Liu, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu: PCT: Point Cloud Transformer. CoRR abs/2012.09688 (2020)" Junxiong Cai, Tai-Jiang Mu, Yu-Kun Lai, Shi-Min Hu: Deep point-based scene labeling with depth mapping and geometric patch feature encoding. Graph. Model. 104 (2019)" Ruochen Fan, Xuanrun Wang, Qibin Hou, Hanchao Liu, Tai-Jiang Mu: SpinNet: Spinning convolutional network for lane boundary detection. Comput. Vis. Media 5(4): 417-428 (2019)" Hao Li, Yu-Ping Wang, Tai-Jiang Mu: Synthesizing Robot Programs with Interactive Tutor Mode. Int. J. Autom. Comput. 16(4): 462-474 (2019)" Tai-Ling Yuan, Zhe Zhu, Kun Xu, Cheng-Jun Li, Tai-Jiang Mu, Shi-Min Hu: A Large Chinese Text Dataset in the Wild. J. Comput. Sci. Technol. 34(3): 509-521 (2019)" Ruochen Fan, Ming-Ming Cheng, Qibin Hou, Tai-Jiang Mu, Jingdong Wang, Shi-Min Hu: S4Net: Single Stage Salient-Instance Segmentation. CVPR 2019: 6103-6112" Sen-Zhe Xu, Jun Hu, Miao Wang, Tai-Jiang Mu, Shi-Min Hu: Deep Video Stabilization Using Adversarial Networks. Comput. Graph. Forum 37(7): 267-276 (2018)" Yuan Liang, Fei Xu, Song-Hai Zhang, Yu-Kun Lai, Taijiang Mu: Knowledge graph construction with structure and parameter learning for indoor scene design. Comput. Vis. Media 4(2): 123-137 (2018)" Jun Hu, Zhongyu Jiang, Xionghao Ding, Tai-Jiang Mu, Peter Hall: VGPN: Voice-Guided Pointing Robot Navigation for Humans. ROBIO 2018: 1107-1112" Hao Li, Yu-Ping Wang, Tai-Jiang Mu: Nerva: Automated application synthesis for humanoid robot from user natural language description. Commun. Inf. Syst. 17(1): 45-64 (2017)" Zhao-Heng Zheng, Hao-Tian Zhang, Fang-Lue Zhang, Tai-Jiang Mu: Image-based clothes changing system. Comput. Vis. Media 3(4): 337-347 (2017)" Ruochen Fan, Qibin Hou, Ming-Ming Cheng, Tai-Jiang Mu, Shi-Min Hu: S4Net: Single Stage Salient-Instance Segmentation. CoRR abs/1711.07618 (2017)" Tai-Jiang Mu, Jia-Jia Sun, Ralph R. Martin, Shi-Min Hu: A response time model for abrupt changes in binocular disparity. Vis. Comput. 31(5): 675-687 (2015)" Tai-Jiang Mu, Ju-Hong Wang, Song-Pei Du, Shi-Min Hu: Stereoscopic image completion and depth recovery. Vis. Comput. 30(6-8): 833-843 (2014)"

个人简介

研究领域

近期论文