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Instance-Level Embedding Adaptation for Few-Shot Learning 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 100501-100511
作者:  Hao, Fusheng;  Cheng, Jun;  Wang, Lei;  Cao, Jianzhong
Adobe PDF(7085Kb)  |  收藏  |  浏览/下载：185/0  |  提交时间：2019/09/19
Attention adaptation module  deep neural networks  few-shot learning  
Auxiliary Loss Multimodal GRU Model in Audio-Visual Speech Recognition 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 5573-5583
作者:  Yuan, Yuan;  Tian, Chunlin;  Lu, Xiaoqiang
Adobe PDF(1638Kb)  |  收藏  |  浏览/下载：172/1  |  提交时间：2018/12/11
Aduio-visual Systems  Recurrent Neural Networks  Generative Adversarial Networks  
A Robust Sparse Representation Based Pattern Recognition Approach for Myoelectric Control 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 38326-38335
作者:  Geng, Yanjuan;  Ouyang, Yatao;  Samuel, Oluwarotimi Williams;  Chen, Shixiong;  Lu, Xiaoqiang;  Lin, Chuang;  Li, Guanglin
Adobe PDF(6226Kb)  |  收藏  |  浏览/下载：181/0  |  提交时间：2018/09/14
Electromyogram  Pattern Recognition  Sparse Representation Classifier  Robustness  White Gaussian Noise  
Selective Level Set Segmentation Using Fuzzy Region Competition 期刊论文
IEEE ACCESS, 2016, 卷号: 4, 页码: 4777-4788
作者:  Li, Bing Nan;  Qin, Jing;  Wang, Rong;  Wang, Meng;  Li, Xuelong;  Li, Bing Nan (bingoon@ieee.org)
Adobe PDF(8514Kb)  |  收藏  |  浏览/下载：239/1  |  提交时间：2016/10/31
Fuzzy Control  Image Segmentation  Level Set Methods  Region Competition  Selective Segmentation  
Regularized Taylor Echo State Networks for Predictive Control of Partially Observed Systems 期刊论文
IEEE ACCESS, 2016, 卷号: 4, 页码: 3300-3309
作者:  Xiang, Kui;  Li, Bing Nan;  Zhang, Liyan;  Pang, Muye;  Wang, Meng;  Li, Xuelong;  Li, Bing Nan (bingoon@ieee.org)
Adobe PDF(5356Kb)  |  收藏  |  浏览/下载：198/2  |  提交时间：2016/09/26
Neural Networks  Echo State Networks  Sparse Regularization  Predictive Control  
A Survey of Sparse Representation: Algorithms and Applications 期刊论文
IEEE ACCESS, 2015, 卷号: 3, 页码: 490-530
作者:  Zhang, Zheng;  Xu, Yong;  Yang, Jian;  Li, Xuelong;  Zhang, David
Adobe PDF(4920Kb)  |  收藏  |  浏览/下载：821/2  |  提交时间：2015/12/02
Sparse Representation  Compressive Sensing  Greedy Algorithm  Constrained Optimization  Proximal Algorithm  Homotopy Algorithm  Dictionary Learning