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On the Equivalence of Linear Discriminant Analysis and Least Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 4, 页码: 5710-5720
作者:  Nie, Feiping;  Chen, Hong;  Xiang, Shiming;  Zhang, Changshui;  Yan, Shuicheng;  Li, Xuelong
收藏  |  浏览/下载：11/0  |  提交时间：2024/07/04
Eigenvalues and eigenfunctions  Principal component analysis  Null space  Training data  Symmetric matrices  Sun  Optimization  Least squares regression (LSR)  linear discriminant analysis (LDA)  linear regression  minimum distance classifier (MDC)  null space LDA  
Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 3, 页码: 1881-1897
作者:  Gao, Jin;  Lu, Yan;  Qi, Xiaojuan;  Kou, Yutong;  Li, Bing;  Li, Liang;  Yu, Shan;  Hu, Weiming
Adobe PDF(915Kb)  |  收藏  |  浏览/下载：41/16  |  提交时间：2024/06/21
Visualization  Training  Adaptation models  Data models  Optimization  Task analysis  Robustness  Online learning  few-shot online adaptation  visual tracking  continual learning  recursive least-squares estimation  
Transformer-based Spiking Neural Networks for Multimodal Audio-Visual Classification 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2023, 页码: DOI 10.1109/TCDS.2023.3327081
作者:  Guo LY(郭凌月);  Zeyu Gao;  Jinye Qu;  Suiwu Zheng;  Runhao Jiang;  Yanfeng Lu;  Hong Qiao
Adobe PDF(3922Kb)  |  收藏  |  浏览/下载：48/15  |  提交时间：2024/05/28
Few-shot video object segmentation with prototype evolution 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2024, 页码: 16
作者:  Mao, Binjie;  Liu, Xiyan;  Shi, Linsu;  Yu, Jiazhong;  Li, Fei;  Xiang, Shiming
收藏  |  浏览/下载：64/0  |  提交时间：2024/02/21
Few-shot video segmentation  Few-shot segmentation  Video object segmentation  
Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2023, 卷号: 14, 期号: 5, 页码: 21
作者:  Zhu, Yanqiao;  Xu, Yichen;  Yu, Feng;  Liu, Qiang;  Wu, Shu
Adobe PDF(1686Kb)  |  收藏  |  浏览/下载：104/5  |  提交时间：2023/12/21
Cluster-aware self-training and refining  unsupervised learning  graph representation learning  
Towards Unusual Rolled Swimming Motion of a Bioinspired Robotic Hammerhead Shark Under Negative Buoyancy 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 页码: 13
作者:  Yan, Shuaizheng;  Wu, Zhengxing;  Wang, Jian;  Li, Sijie;  Tan, Min;  Yu, Junzhi
收藏  |  浏览/下载：132/0  |  提交时间：2023/12/21
Biomimetic locomotion  hammerhead shark  robotic dynamics  robotic fish  
BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimers Disease Based on sMRI 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1161-1169
作者:  Fan, Chen-Chen;  Yang, Hongjun;  Peng, Liang;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Chen, Sheng;  Hou, Zeng-Guang
收藏  |  浏览/下载：191/0  |  提交时间：2023/12/21
Alzheimer's disease (AD)  cognitive assessment  convolutional neural networks (CNNs)  graph neural networks  structural magnetic resonance imaging (sMRI)  
Latent Structure Mining With Contrastive Modality Fusion for Multimedia Recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 9, 页码: 9154-9167
作者:  Zhang, Jinghao;  Zhu, Yanqiao;  Liu, Qiang;  Zhang, Mengqi;  Wu, Shu;  Wang, Liang
Adobe PDF(1134Kb)  |  收藏  |  浏览/下载：165/14  |  提交时间：2023/11/17
Multimedia recommendation  graph structure learning  contrastive learning  
End-to-End Alternating Optimization for Real-World Blind Super Resolution 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 页码: 18
作者:  Luo, Zhengxiong;  Huang, Yan;  Li, Shang;  Wang, Liang;  Tan, Tieniu
收藏  |  浏览/下载：77/0  |  提交时间：2023/11/17
Blind super resolution  Degradation estimation  Alternating optimization  Restorer  Estimator  
PDNet: Toward Better One-Stage Object Detection With Prediction Decoupling 期刊论文
IEEE Transactions on Image Processing, 2022, 卷号: 31, 页码: 5121-5133
作者:  Yang, Li;  Xu, Yan;  Wang, Shaoru;  Yuan, Chunfeng;  Zhang, Ziqi;  Li, Bing;  Hu, Weiming
Adobe PDF(3190Kb)  |  收藏  |  浏览/下载：324/41  |  提交时间：2022/09/19
Object detection  prediction decoupling  convolutional neural network