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3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve


Dec 23, 2021
Lei Wang, Jun Liu, Piotr Koniusz

* Full 17 page version 

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Intermittent Deployment for Large-Scale Multi-Robot Forage Perception: Data Synthesis, Prediction, and Planning


Dec 16, 2021
Jun Liu, Murtaza Rangwala, Kulbir Singh Ahluwalia, Shayan Ghajar, Harnaik Singh Dhami, Pratap Tokekar, Benjamin F. Tracy, Ryan K. Williams

* 21 pages, 26 figures, submitted to IEEE Transactions on Automation Science and Engineering 

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Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides


Dec 12, 2021
Feng Xu, Chuang Zhu, Wenqi Tang, Ying Wang, Yu Zhang, Jie Li, Hongchuan Jiang, Zhongyue Shi, Jun Liu, Mulan Jin

* Frontiers in Oncology, 11(2021), 4133 
* Accepted by Frontiers in Oncology, for more details, please see https://github.com/bupt-ai-cz/BALNMP 

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MoCA: Incorporating Multi-stage Domain Pretraining and Cross-guided Multimodal Attention for Textbook Question Answering


Dec 06, 2021
Fangzhi Xu, Qika Lin, Jun Liu, Lingling Zhang, Tianzhe Zhao, Qi Chai, Yudai Pan

* 9 pages, 6 figures 

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Submodular Optimization for Coupled Task Allocation and Intermittent Deployment Problems


Nov 17, 2021
Jun Liu, Ryan K. Williams

* IEEE Robotics and Automation Letters, 2019 

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Monitoring Over the Long Term: Intermittent Deployment and Sensing Strategies for Multi-Robot Teams


Nov 17, 2021
Jun Liu, Ryan K. Williams

* IEEE International Conference on Robotics and Automation, 2020 

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Single-shot wide-field optical section imaging


Nov 05, 2021
Yuyao Hu, Dong Liang, Jing Wang, Yaping Xuan, Fu Zhao, Jun Liu, Ruxin Li

* 22 pages 9 figures 

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LVIS Challenge Track Technical Report 1st Place Solution: Distribution Balanced and Boundary Refinement for Large Vocabulary Instance Segmentation


Nov 05, 2021
WeiFu Fu, CongChong Nie, Ting Sun, Jun Liu, TianLiang Zhang, Yong Liu


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Learning First-Order Rules with Relational Path Contrast for Inductive Relation Reasoning


Oct 17, 2021
Yudai Pan, Jun Liu, Lingling Zhang, Xin Hu, Tianzhe Zhao, Qika Lin

* This work is going to be submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Disarranged Zone Learning (DZL): An unsupervised and dynamic automatic stenosis recognition methodology based on coronary angiography


Oct 03, 2021
Yanan Dai, Pengxiong Zhu, Bangde Xue, Yun Ling, Xibao Shi, Liang Geng, Qi Zhang, Jun Liu


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Recent Advances of Continual Learning in Computer Vision: An Overview


Sep 24, 2021
Haoxuan Qu, Hossein Rahmani, Li Xu, Bryan Williams, Jun Liu

* 21 pages, 5 figures 

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Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation


Sep 08, 2021
Geng-Xin Xu, Chen Liu, Jun Liu, Zhongxiang Ding, Feng Shi, Man Guo, Wei Zhao, Xiaoming Li, Ying Wei, Yaozong Gao, Chuan-Xian Ren, Dinggang Shen


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RiWNet: A moving object instance segmentation Network being Robust in adverse Weather conditions


Sep 04, 2021
Chenjie Wang, Chengyuan Li, Bin Luo, Wei Wang, Jun Liu

* 12 pages, 10 figures 

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Learning Inner-Group Relations on Point Clouds


Aug 27, 2021
Haoxi Ran, Wei Zhuo, Jun Liu, Li Lu

* ICCV 2021. arXiv admin note: text overlap with arXiv:2011.14285 

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The Multi-Modal Video Reasoning and Analyzing Competition


Aug 18, 2021
Haoran Peng, He Huang, Li Xu, Tianjiao Li, Jun Liu, Hossein Rahmani, Qiuhong Ke, Zhicheng Guo, Cong Wu, Rongchang Li, Mang Ye, Jiahao Wang, Jiaxu Zhang, Yuanzhong Liu, Tao He, Fuwei Zhang, Xianbin Liu, Tao Lin

* Accepted to ICCV 2021 Workshops 

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Seirios: Leveraging Multiple Channels for LoRaWAN Indoor and Outdoor Localization


Aug 16, 2021
Jun Liu, Jiayao Gao, Sanjay Jha, Wen Hu

* MOBICOM 2021 

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Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning


Aug 09, 2021
Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot

* This paper is accepted by ICCV2021 

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Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning


Aug 06, 2021
Yan Bai, Jile Jiao, Shengsen Wu, Yihang Lou, Jun Liu, Xuetao Feng, Ling-Yu Duan


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Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation


Aug 06, 2021
Duo Peng, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Jun Liu

* 15 pages, 14 figures, accepted by IEEE Transactions on Image Processing (TIP 2021) 

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IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID


Aug 05, 2021
Yongxing Dai, Jun Liu, Yifan Sun, Zekun Tong, Chi Zhang, Ling-Yu Duan

* Accepted by ICCV 2021 (Oral) 

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DeFed: A Principled Decentralized and Privacy-Preserving Federated Learning Algorithm


Jul 15, 2021
Ye Yuan, Ruijuan Chen, Chuan Sun, Maolin Wang, Feng Hua, Xinlei Yi, Tao Yang, Jun Liu


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A Low Complexity Learning-based Channel Estimation for OFDM Systems with Online Training


Jul 14, 2021
Kai Mei, Jun Liu, Xiaoying Zhang, Kuo Cao, Nandana Rajatheva, Jibo Wei

* 12 pages, 12 figures. To appear in IEEE Transactions on Communications 

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Interventional Video Grounding with Dual Contrastive Learning


Jul 07, 2021
Guoshun Nan, Rui Qiao, Yao Xiao, Jun Liu, Sicong Leng, Hao Zhang, Wei Lu

* Accepted in CVPR 2021 

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Resilient UAV Swarm Communications with Graph Convolutional Neural Network


Jun 30, 2021
Zhiyu Mou, Feifei Gao, Jun Liu, Qihui Wu


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QFCNN: Quantum Fourier Convolutional Neural Network


Jun 19, 2021
Feihong Shen, Jun Liu

* 14 pages, 6 figures 

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