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On the Value of ML Models


Dec 13, 2021
Fabio Casati, Pierre-André Noël, Jie Yang

* Fabio Casati, Pierre-Andr\'e No\"el and Jie Yang (2021, December 14). On the Value of ML Models [Poster presentation]. Workshop on Human and Machine Decisions, NeurIPS 2021, virtual. https://sites.google.com/view/whmd2021 
* Poster presentation at Workshop on Human and Machine Decisions at NeurIPS 2021 (WHMD 2021). https://sites.google.com/view/whmd2021 

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Using Conversational Artificial Intelligence to Support Children's Search in the Classroom


Nov 30, 2021
Garrett Allen, Jie Yang, Maria Soledad Pera, Ujwal Gadiraju

* Presented at [email protected] 2021 -- https://www.conversationaluserinterfaces.org/workshops/CSCW2021/pdfs/2-Allen.pdf 

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The Science of Rejection: A Research Area for Human Computation


Nov 11, 2021
Burcu Sayin, Jie Yang, Andrea Passerini, Fabio Casati

* To appear in the Proceedings of The 9th AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2021) 

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OctField: Hierarchical Implicit Functions for 3D Modeling


Nov 01, 2021
Jia-Heng Tang, Weikai Chen, Jie Yang, Bo Wang, Songrun Liu, Bo Yang, Lin Gao

* 13 pages, 9 figures, NeurIPS 2021 

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C$^2$SP-Net: Joint Compression and Classification Network for Epilepsy Seizure Prediction


Oct 26, 2021
Di Wu, Yi Shi, Ziyu Wang, Jie Yang, Mohamad Sawan


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AEFE: Automatic Embedded Feature Engineering for Categorical Features


Oct 19, 2021
Zhenyuan Zhong, Jie Yang, Yacong Ma, Shoubin Dong, Jinlong Hu

* 24 pages, 6 figures, 13 tables 

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Demographic Biases of Crowd Workers in Key Opinion Leaders Finding


Oct 19, 2021
Hossein A. Rahmani, Jie Yang

* 3 pages, CSCW 2021 Workshop - Investigating and Mitigating Biases in Crowdsourced Data 

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Osteoporosis Prescreening using Panoramic Radiographs through a Deep Convolutional Neural Network with Attention Mechanism


Oct 19, 2021
Heng Fan, Jiaxiang Ren, Jie Yang, Yi-Xian Qin, Haibin Ling

* 9 pages 

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3D Human Pose Estimation for Free-form Activity Using WiFi Signals


Oct 15, 2021
Yili Ren, Jie Yang


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Visual Anomaly Detection for Images: A Survey


Sep 27, 2021
Jie Yang, Ruijie Xu, Zhiquan Qi, Yong Shi


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Context-guided Triple Matching for Multiple Choice Question Answering


Sep 27, 2021
Xun Yao, Junlong Ma, Xinrong Hu, Junping Liu, Jie Yang, Wanqing Li


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N15News: A New Dataset for Multimodal News Classification


Aug 30, 2021
Zhen Wang, Xu Shan, Jie Yang


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Multi-patch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images


Aug 18, 2021
Pourya Shamsolmoali, Jocelyn Chanussot, Masoumeh Zareapoor, Huiyu Zhou, Jie Yang


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An End-to-End Deep Learning Approach for Epileptic Seizure Prediction


Aug 17, 2021
Yankun Xu, Jie Yang, Shiqi Zhao, Hemmings Wu, Mohamad Sawan

* 5 pages, 4 figures, 4 tables, conference 

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Enabling Plug-and-Play and Crowdsourcing SLAM in Wireless Communication Systems


Aug 08, 2021
Jie Yang, Chao-Kai Wen, Shi Jin, Xiao Li

* Paper accepted for publication in IEEE Transactions on Wireless Communications 

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A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing


Aug 04, 2021
Wei Liu, Pingping Zhang, Yinjie Lei, Xiaolin Huang, Jie Yang, Michael Ng

* This work is accepted by TPAMI. The code is available at https://github.com/wliusjtu/Generalized-Smoothing-Framework. arXiv admin note: substantial text overlap with arXiv:1907.09642 

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LightFuse: Lightweight CNN based Dual-exposure Fusion


Jul 05, 2021
Ziyi Liu, Jie Yang, Orly Yadid-Pecht


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Relationship between pulmonary nodule malignancy and surrounding pleurae, airways and vessels: a quantitative study using the public LIDC-IDRI dataset


Jun 24, 2021
Yulei Qin, Yun Gu, Hanxiao Zhang, Jie Yang, Lihui Wang, Feng Yao, Yue-Min Zhu

* 33 pages, 3 figures, Submitted for review 

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Liquid Sensing Using WiFi Signals


Jun 18, 2021
Yili Ren, Jie Yang


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supervised adptive threshold network for instance segmentation


Jun 07, 2021
Kuikun Liu, Jie Yang, Cai Sun, Haoyuan Chi


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Rotation Equivariant Feature Image Pyramid Network for Object Detection in Optical Remote Sensing Imagery


Jun 03, 2021
Pourya Shamsolmoali, Masoumeh Zareapoor, Jocelyn Chanussot, Huiyu Zhou, Jie Yang

* We submitted the old version of the manuscript 

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Integrated Sensing and Communication with Multi-Domain Cooperation


May 07, 2021
Jie Yang, Xi Yang, Chao-Kai Wen, Shi Jin

* 14 Pages, 4 Figures. This paper has been submitted to the IEEE Commun. Mag. for possible publication 

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A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction


May 05, 2021
Ziyu Wang, Jie Yang, Mohamad Sawan

* 4 pages, 6 figures 

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UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks


May 03, 2021
Jing Huang, Jie Yang

* Accepted by IJCAI 2021 

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Residual Enhanced Multi-Hypergraph Neural Network


May 02, 2021
Jing Huang, Xiaolin Huang, Jie Yang

* ICIP 2021 submitted 

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Towards Unbiased Random Features with Lower Variance For Stationary Indefinite Kernels


Apr 14, 2021
Qin Luo, Kun Fang, Jie Yang, Xiaolin Huang

* Accepted by IJCNN2021 

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Towards Unbiased Random Features with LowerVariance For Stationary Indefinite Kernels


Apr 13, 2021
Qin Luo, Kun Fang, Jie Yang, Xiaolin Huang

* Accepted by IJCNN2021 

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FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation


Mar 21, 2021
Lingtong Kong, Chunhua Shen, Jie Yang

* Accepted by ICRA 2021 

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