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Sequential Diagnosis Prediction with Transformer and Ontological Representation


Sep 07, 2021
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang

* 10 pages, 5 figures, Accepted by IEEE ICDM 2021. arXiv admin note: text overlap with arXiv:2107.09288 

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Global Convolutional Neural Processes


Sep 02, 2021
Xuesong Wang, Lina Yao, Xianzhi Wang, Hye-young Paik, Sen Wang


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Human Pose and Shape Estimation from Single Polarization Images


Aug 15, 2021
Shihao Zou, Xinxin Zuo, Sen Wang, Yiming Qian, Chuan Guo, Wei Ji, Jingjing Li, Minglun Gong, Li Cheng

* Submitted to IEEE TIP 

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EventHPE: Event-based 3D Human Pose and Shape Estimation


Aug 15, 2021
Shihao Zou, Chuan Guo, Xinxin Zuo, Sen Wang, Pengyu Wang, Xiaoqin Hu, Shoushun Chen, Minglun Gong, Li Cheng

* ICCV 2021 

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From market-ready ROVs to low-cost AUVs


Aug 12, 2021
Jonatan Scharff Willners, Ignacio Carlucho, Tomasz Łuczyński, Sean Katagiri, Chandler Lemoine, Joshua Roe, Dylan Stephens, Shida Xu, Yaniel Carreno, Èric Pairet, Corina Barbalata, Yvan Petillot, Sen Wang


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Detailed Avatar Recovery from Single Image


Aug 06, 2021
Hao Zhu, Xinxin Zuo, Haotian Yang, Sen Wang, Xun Cao, Ruigang Yang

* Accepted by TPAMI 

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Object Wake-up: 3-D Object Reconstruction, Animation, and in-situ Rendering from a Single Image


Aug 05, 2021
Xinxin Zuo, Ji Yang, Sen Wang, Zhenbo Yu, Xinyu Li, Bingbing Ni, Minglun Gong, Li Cheng


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Underwater inspection and intervention dataset


Jul 28, 2021
Tomasz Luczynski, Jonatan Scharff Willners, Elizabeth Vargas, Joshua Roe, Shida Xu, Yu Cao, Yvan Petillot, Sen Wang


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MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning


Jul 23, 2021
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Zhendong Niu, Chengqi Zhang


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Unsupervised 3D Human Mesh Recovery from Noisy Point Clouds


Jul 15, 2021
Xinxin Zuo, Sen Wang, Minglun Gong, Li Cheng


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CausalRec: Causal Inference for Visual Debiasing in Visually-Aware Recommendation


Jul 13, 2021
Ruihong Qiu, Sen Wang, Zhi Chen, Hongzhi Yin, Zi Huang


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Mitigating Generation Shifts for Generalized Zero-Shot Learning


Jul 07, 2021
Zhi Chen, Yadan Luo, Sen Wang, Ruihong Qiu, Jingjing Li, Zi Huang

* ACM Multimedia 2021 

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FedCM: Federated Learning with Client-level Momentum


Jun 21, 2021
Jing Xu, Sen Wang, Liwei Wang, Andrew Chi-Chih Yao


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Radar SLAM: A Robust SLAM System for All Weather Conditions


Apr 12, 2021
Ziyang Hong, Yvan Petillot, Andrew Wallace, Sen Wang

* Under review 

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How Sensitive are Meta-Learners to Dataset Imbalance?


Apr 12, 2021
Mateusz Ochal, Massimiliano Patacchiola, Amos Storkey, Jose Vazquez, Sen Wang

* Published as a workshop paper at the Learning to Learn workshop at ICLR 2021. arXiv admin note: text overlap with arXiv:2101.02523 

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NOMA for Next-generation Massive IoT: Performance Potential and Technology Directions


Apr 11, 2021
Yifei Yuan, Sen Wang, Yongpeng Wu, H. Vincent Poor, Zhiguo Ding, Xiaohu You, Lajos Hanzo


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Semantic Disentangling Generalized Zero-Shot Learning


Jan 27, 2021
Zhi Chen, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang

* This is not the final version of this paper 

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Semantic Disentangling Generalized Zero-ShotLearning


Jan 20, 2021
Zhi Chen, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang

* This is not the final version of this paper 

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Few-Shot Learning with Class Imbalance


Jan 07, 2021
Mateusz Ochal, Massimiliano Patacchiola, Amos Storkey, Jose Vazquez, Sen Wang

* [Under Review] 

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Watch and Learn: Mapping Language and Noisy Real-world Videos with Self-supervision


Nov 19, 2020
Yujie Zhong, Linhai Xie, Sen Wang, Lucia Specia, Yishu Miao

* NeurIPS 2020 Self-Supervised Learning Workshop 

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RADIATE: A Radar Dataset for Automotive Perception


Oct 18, 2020
Marcel Sheeny, Emanuele De Pellegrin, Saptarshi Mukherjee, Alireza Ahrabian, Sen Wang, Andrew Wallace


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BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes


Sep 24, 2020
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Chengqi Zhang

* 10 pages, 8 figures, accepted by IEEE ICDM 2020. arXiv admin note: substantial text overlap with arXiv:2006.10516 

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Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches


Aug 07, 2020
Zhi Chen, Sen Wang, Jingjing Li, Zi Huang

* ACM MM 2020 

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Action2Motion: Conditioned Generation of 3D Human Motions


Jul 30, 2020
Chuan Guo, Xinxin Zuo, Sen Wang, Shihao Zou, Qingyao Sun, Annan Deng, Minglun Gong, Li Cheng

* 13 pages, ACM MultiMedia 2020 

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3D Human Shape Reconstruction from a Polarization Image


Jul 17, 2020
Shihao Zou, Xinxin Zuo, Yiming Qian, Sen Wang, Chi Xu, Minglun Gong, Li Cheng

* ECCV 2020 

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