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Unsupervised Self-training Algorithm Based on Deep Learning for Optical Aerial Images Change Detection

Oct 15, 2020
Yuan Zhou, Xiangrui Li


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Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability

Jul 12, 2020
Deng Pan, Xiangrui Li, Xin Li, Dongxiao Zhu

* IJCAI 2020, pages 2690-2696 
* Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI) 

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On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks

Mar 04, 2020
Xiangrui Li, Xin Li, Deng Pan, Dongxiao Zhu

* AAAI2020. Previously this appeared as arXiv:1906.04026v2, which was submitted as a replacement by accident 

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Improve SGD Training via Aligning Mini-batches

Feb 27, 2020
Xiangrui Li, Deng Pan, Xin Li, Dongxiao Zhu


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Improve SGD Training via Aligning Min-batches

Feb 23, 2020
Xiangrui Li, Deng Pan, Xin Li, Dongxiao Zhu


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CRCEN: A Generalized Cost-sensitive Neural Network Approach for Imbalanced Classification

Jun 10, 2019
Xiangrui Li, Dongxiao Zhu


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Interpreting Age Effects of Human Fetal Brain from Spontaneous fMRI using Deep 3D Convolutional Neural Networks

Jun 09, 2019
Xiangrui Li, Jasmine Hect, Moriah Thomason, Dongxiao Zhu

* 9 pages 

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Deep Representation Learning for Road Detection through Siamese Network

May 26, 2019
Huafeng Liu, Xiaofeng Han, Xiangrui Li, Yazhou Yao, Pu Huang, Zhenming Tang

* Accepted by Multimedia Tools and Applications 

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Road Segmentation with Image-LiDAR Data Fusion

May 26, 2019
Huafeng Liu, Yazhou Yao, Zeren Sun, Xiangrui Li, Ke Jia, Zhenmin Tang

* Accepted by Multimedia Tools and Applications 

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SAFS: A Deep Feature Selection Approach for Precision Medicine

Apr 20, 2017
Milad Zafar Nezhad, Dongxiao Zhu, Xiangrui Li, Kai Yang, Phillip Levy


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