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An efficient framework for unsupervised feature selection 期刊论文
NEUROCOMPUTING, 2019, 卷号: 366, 页码: 194-207
Authors:  Zhang, Han;  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
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Efficient unsupervised feature selection  Bipartite graph  Discrete indicator matrix  Uncorrelated regression model  
Weather recognition via classification labels and weather-cue maps 期刊论文
Pattern Recognition, 2019, 卷号: 95, 页码: 272-284
Authors:  Zhao, Bin;  Hua, Lulu;  Li, Xuelong;  Lu, Xiaoqiang;  Wang, Zhigang
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Weather recognition  Weather-cue map  Multi-task framework  
CAM-RNN: Co-Attention Model Based RNN for Video Captioning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 11
Authors:  Zhao, Bin;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(6676Kb)  |  Favorite  |  View/Download:16/1  |  Submit date:2019/09/24
Attention model  video captioning  recurrent neural network  
From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 10, 页码: 3047-3058
Authors:  Song, Jingkuan;  Guo, Yuyu;  Gao, Lianli;  Li, Xuelong;  Hanjalic, Alan;  Shen, Heng Tao
Adobe PDF(3046Kb)  |  Favorite  |  View/Download:18/0  |  Submit date:2019/10/11
Recurrent neural network (RNN)  uncertainty  video captioning  
Semantic Descriptions of High-Resolution Remote Sensing Images 期刊论文
IEEE Geoscience and Remote Sensing Letters, 2019, 卷号: 16, 期号: 8, 页码: 1274-1278
Authors:  Wang, Binqiang;  Lu, Xiaoqiang;  Zheng, Xiangtao;  Li, Xuelong
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High-resolution remote sensing image  semantic understanding  
Exploiting spatial relation for fine-grained image classification 期刊论文
Pattern Recognition, 2019, 卷号: 91, 页码: 47-55
Authors:  Qi, Lei;  Lu, Xiaoqiang;  Li, Xuelong
Adobe PDF(1595Kb)  |  Favorite  |  View/Download:58/0  |  Submit date:2019/03/29
Robust Subspace Clustering by Cauchy Loss Function 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 7, 页码: 2067-2078
Authors:  Li, Xuelong;  Lu, Quanmao;  Dong, Yongsheng;  Tao, Dacheng
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Cauchy loss function (CLF)  grouping effect  noise suppression  similarity matrix  subspace clustering  
Similarity Constrained Convex Nonnegative Matrix Factorization for Hyperspectral Anomaly Detection 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 期号: 7, 页码: 4810-4822
Authors:  Zhang, Wuxia;  Lu, Xiaoqiang;  Li, Xuelong
Adobe PDF(2142Kb)  |  Favorite  |  View/Download:29/0  |  Submit date:2019/07/17
Convex nonnegative matrix factorization (CNMF)  hyperspectral anomaly detection  hyperspectral imagery  similarity constrained  
Does being multi-headed make you better at solving problems? A survey of Physarum-based models and computations 期刊论文
PHYSICS OF LIFE REVIEWS, 2019, 卷号: 29, 页码: 1-26
Authors:  Gao, Chao;  Liu, Chen;  Schenz, Daniel;  Li, Xuelong;  Zhang, Zili;  Jusup, Marko;  Wang, Zhen;  Beekman, Madeleine;  Nakagaki, Toshiyuki
Adobe PDF(4064Kb)  |  Favorite  |  View/Download:13/0  |  Submit date:2019/09/24
Modelling and computation  Bio-inspired computing  Physarum polycephalum  Intelligent behaviour  Complex problem solving  
Physarum inspires research beyond biomimetic algorithms Reply to comments on "Does being multi-headed make you better at solving problems?" 期刊论文
PHYSICS OF LIFE REVIEWS, 2019, 卷号: 29, 页码: 51-54
Authors:  Gao, Chao;  Liu, Chen;  Schenz, Daniel;  Li, Xuelong;  Zhang, Zili;  Jusup, Marko;  Wang, Zhen;  Beekman, Madeleine;  Nakagaki, Toshiyuki
Adobe PDF(425Kb)  |  Favorite  |  View/Download:17/0  |  Submit date:2019/09/24
Evolution  Biomimicry  Memory  Learning  Minimal cognition