Noise-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer

May 28, 2020
Yang Chen, Zongqing Lu, Xuechen Zhang, Lei Chen, Qingmin Liao

* Accepted by IEEE ICIP 2020 

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Niose-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer

May 18, 2020
Yang Chen, Zongqing Lu, Xuechen Zhang, Lei Chen, Qinming Liao

* Accepted by IEEE ICIP 2020 

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Multi-View Self-Attention for Interpretable Drug-Target Interaction Prediction

May 01, 2020
Brighter Agyemang, Wei-Ping Wu, Michael Yelpengne Kpiebaareh, Zhihua Lei, Ebenezer Nanor, Lei Chen


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STAS: Adaptive Selecting Spatio-Temporal Deep Features for Improving Bias Correction on Precipitation

Apr 13, 2020
Yiqun Liu, Shouzhen Chen, Lei Chen, Hai Chu, Xiaoyang Xu, Junping Zhang, Leiming Ma


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U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation

Apr 10, 2020
Shuhang Wang, Szu-Yeu Hu, Eugene Cheah, Xiaohong Wang, Jingchao Wang, Lei Chen, Masoud Baikpour, Arinc Ozturk, Qian Li, Shinn-Huey Chou, Constance D. Lehman, Viksit Kumar, Anthony Samir

* 8 pages MICCAI 

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Consistent and Complementary Graph Regularized Multi-view Subspace Clustering

Apr 07, 2020
Qinghai Zheng, Jihua Zhu, Zhongyu Li, Shanmin Pang, Jun Wang, Lei Chen


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Globally optimal consensus maximization for robust visual inertial localization in point and line map

Mar 25, 2020
Yanmei Jiao, Yue Wang, Bo Fu, Qimeng Tan, Lei Chen, Shoudong Huang, Rong Xiong


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Can graph neural networks count substructures?

Feb 27, 2020
Zhengdao Chen, Lei Chen, Soledad Villar, Joan Bruna


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Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting

Feb 25, 2020
Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng

* Accepted by AAAI 2020 

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Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach

Jan 28, 2020
Lei Chen, Le Wu, Richang Hong, Kun Zhang, Meng Wang

* The updated version is publised in AAAI 2020 

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Adapting Grad-CAM for Embedding Networks

Jan 17, 2020
Lei Chen, Jianhui Chen, Hossein Hajimirsadeghi, Greg Mori

* WACV 2020 camera ready 

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Neural Recurrent Structure Search for Knowledge Graph Embedding

Nov 17, 2019
Yongqi Zhang, Quanming Yao, Lei Chen


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SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator

Nov 13, 2019
Shunwang Gong, Lei Chen, Michael Bronstein, Stefanos Zafeiriou

* The IEEE International Conference on Computer Vision (ICCV) Workshops, 2019 

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Bandwidth Slicing to Boost Federated Learning in Edge Computing

Oct 24, 2019
Jun Li, Xiaoman Shen, Lei Chen, Jiajia Chen

* Conference,3 pages, 3 figures 

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Towards a Precipitation Bias Corrector against Noise and Maldistribution

Oct 15, 2019
Xiaoyang Xu, Yiqun Liu, Hanqing Chao, Youcheng Luo, Hai Chu, Lei Chen, Junping Zhang, Leiming Ma


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Lifelong GAN: Continual Learning for Conditional Image Generation

Aug 22, 2019
Mengyao Zhai, Lei Chen, Fred Tung, Jiawei He, Megha Nawhal, Greg Mori

* accepted to ICCV 2019 

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DR Loss: Improving Object Detection by Distributional Ranking

Jul 23, 2019
Qi Qian, Lei Chen, Hao Li, Rong Jin


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Video Prediction for Precipitation Nowcasting

Jul 18, 2019
Yuan Cao, Qiuying Li, Lei Chen, Junping Zhang, Leiming Ma

* 13 pages, 7 figures, the-state-of-the-art on Monving-MNIST Dataset 

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AutoKGE: Searching Scoring Functions for Knowledge Graph Embedding

Jun 03, 2019
Yongqi Zhang, Quanming Yao, Wenyuan Dai, Lei Chen


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On the equivalence between graph isomorphism testing and function approximation with GNNs

May 29, 2019
Zhengdao Chen, Soledad Villar, Lei Chen, Joan Bruna


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Quality-aware Unpaired Image-to-Image Translation

Mar 15, 2019
Lei Chen, Le Wu, Zhenzhen Hu, Meng Wang

* IEEE Transactions on Multimedia 

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2-Entity RANSAC for robust visual localization in changing environment

Mar 10, 2019
Yanmei Jiao, Yue Wang, Bo Fu, Xiaqing Ding, Qimeng Tan, Lei Chen, Rong Xiong


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NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding

Jan 18, 2019
Yongqi Zhang, Quanming Yao, Yingxia Shao, Lei Chen


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Local Distribution in Neighborhood for Classification

Dec 07, 2018
Chengsheng Mao, Bin Hu, Lei Chen, Philip Moore, Xiaowei Zhang


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Application of Deep Learning on Predicting Prognosis of Acute Myeloid Leukemia with Cytogenetics, Age, and Mutations

Oct 30, 2018
Mei Lin, Vanya Jaitly, Iris Wang, Zhihong Hu, Lei Chen, Md. Amer Wahed, Zeyad Kanaan, Adan Rios, Andy N. D. Nguyen

* 11 pages, 1 table, 1 figure. arXiv admin note: substantial text overlap with arXiv:1801.01019 

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Multi-view Registration Based on Weighted Low Rank and Sparse Matrix Decomposition of Motions

Apr 05, 2018
Congcong Jin, Jihua Zhu, Yaochen Li, Shanmin Pang, Lei Chen, Jun Wang


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