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Skeletor: Skeletal Transformers for Robust Body-Pose Estimation


Apr 23, 2021
Tao Jiang, Necati Cihan Camgoz, Richard Bowden


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Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition


Apr 20, 2021
Amit Moryossef, Ioannis Tsochantaridis, Joe Dinn, Necati Cihan Camgöz, Richard Bowden, Tao Jiang, Annette Rios, Mathias Müller, Sarah Ebling


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A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches


Mar 25, 2021
Chen Li, Jiawei Zhang, Md Mamunur Rahaman, Yudong Yao, Pingli Ma, Jinghua Zhang, Xin Zhao, Tao Jiang, Marcin Grzegorzek


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LoRa Backscatter Assisted State Estimator for Micro Aerial Vehicles with Online Initialization


Mar 05, 2021
Shengkai Zhang, Wei Wang, Ning Zhang, Tao Jiang

* arXiv admin note: text overlap with arXiv:1912.08655 

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A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis


Feb 24, 2021
Frank Kulwa, Chen Li, Jinghua Zhang, Kimiaki Shirahama, Sergey Kosov, Xin Zhao, Hongzan Sun, Tao Jiang, Marcin Grzegorzek


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A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification


Feb 21, 2021
Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Md Rahaman, Yudong Yao, Xiaoyan Li, Yong Zhang, Tao Jiang


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EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks


Feb 20, 2021
Zihan Li, Chen Li, Yudong Yao, Jinghua Zhang, Md Mamunur Rahaman, Hao Xu, Frank Kulwa, Bolin Lu, Xuemin Zhu, Tao Jiang


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Reinforced Molecular Optimization with Neighborhood-Controlled Grammars


Nov 14, 2020
Chencheng Xu, Qiao Liu, Minlie Huang, Tao Jiang

* Advances in Neural Information Processing Systems, 33 (2020) 
* 12 pages;two figures; NeurIPS 2020 

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Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings


Jun 25, 2020
Liang Yu, Yi Sun, Zhanbo Xu, Chao Shen, Dong Yue, Tao Jiang, Xiaohong Guan

* 14 pages, 21 figures 

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On identifying clusters from sum-of-norms clustering computation


Jun 19, 2020
Tao Jiang, Stephen Vavasis


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Robot-assisted Backscatter Localization for IoT Applications


May 21, 2020
Shengkai Zhang, Wei Wang, Sheyang Tang, Shi Jin, Tao Jiang

* To appear in IEEE Transactions on Wireless Communications. arXiv admin note: substantial text overlap with arXiv:1908.03297 

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A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks


Mar 27, 2020
Xiaomin Zhou, Chen Li, Md Mamunur Rahaman, Yudong Yao, Shiliang Ai, Changhao Sun, Xiaoyan Li, Qian Wang, Tao Jiang


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WiFi-Inertial Indoor Pose Estimation for Micro Aerial Vehicles


Mar 16, 2020
Shengkai Zhang, Wei Wang, Tao Jiang

* To appear in IEEE Transactions on Industrial Electronics 

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A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation


Mar 08, 2020
Jinghua Zhang, Chen Li, Frank Kulwa, Xin Zhao, Changhao Sun, Zihan Li, Tao Jiang, Hong Li


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Communication-Efficient Edge AI: Algorithms and Systems


Feb 22, 2020
Yuanming Shi, Kai Yang, Tao Jiang, Jun Zhang, Khaled B. Letaief

* This work has been 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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Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference


Feb 12, 2020
Youwei Song, Jiahai Wang, Zhiwei Liang, Zhiyue Liu, Tao Jiang

* 5 pages, 2 figures 

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VerSe: A Vertebrae Labelling and Segmentation Benchmark


Jan 24, 2020
Anjany Sekuboyina, Amirhossein Bayat, Malek E. Husseini, Maximilian Löffler, Markus Rempfler, Jan Kukačka, Giles Tetteh, Alexander Valentinitsch, Christian Payer, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Stefan Zachowk, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Qingyue Wei, Kevin Brown, Matthias Wolf, Alexandre Kirszenberg, Élodie Puybareauq, Björn H. Menze, Jan S. Kirschke


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RF Backscatter-based State Estimation for Micro Aerial Vehicles


Dec 19, 2019
Shengkai Zhang, Wei Wang, Ning Zhang, Tao Jiang

* To appear at IEEE INFOCOM 2020 

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Sensor-Augmented Neural Adaptive Bitrate Video Streaming on UAVs


Sep 23, 2019
Xuedou Xiao, Wei Wang, Taobin Chen, Yang Cao, Tao Jiang, Qian Zhang


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Localizing Backscatters by a Single Robot With Zero Start-up Cost


Aug 09, 2019
Shengkai Zhang, Wei Wang, Sheyang Tang, Shi Jin, Tao Jiang


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Automated Steel Bar Counting and Center Localization with Convolutional Neural Networks


Jun 03, 2019
Zhun Fan, Jiewei Lu, Benzhang Qiu, Tao Jiang, Kang An, Alex Noel Josephraj, Chuliang Wei

* Ready to submit IEEE Transactions on Industrial Informatics 

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Attentional Encoder Network for Targeted Sentiment Classification


Apr 01, 2019
Youwei Song, Jiahai Wang, Tao Jiang, Zhiyue Liu, Yanghui Rao

* 7 pages 

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Recovery of a mixture of Gaussians by sum-of-norms clustering


Feb 19, 2019
Tao Jiang, Stephen Vavasis, Chen Wen Zhai


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Federated Learning via Over-the-Air Computation


Jan 04, 2019
Kai Yang, Tao Jiang, Yuanming Shi, Zhi Ding


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Double Neural Counterfactual Regret Minimization


Dec 27, 2018
Hui Li, Kailiang Hu, Zhibang Ge, Tao Jiang, Yuan Qi, Le Song


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Distributed Private Online Learning for Social Big Data Computing over Data Center Networks


Feb 21, 2016
Chencheng Li, Pan Zhou, Yingxue Zhou, Kaigui Bian, Tao Jiang, Susanto Rahardja

* ICC2016 

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