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TENET: Beyond Pseudo-Labeling for Semi-supervised Few-shot Learning 期刊论文
Machine Intelligence Research, 2023, 页码: 0
作者:  Ma CC(马成丞);  Dong WM(董未名);  Xu CS(徐常胜)
Adobe PDF(741Kb)  |  收藏  |  浏览/下载：95/22  |  提交时间：2024/01/29
Semi-supervised few-shot learning  few-shot learning  pseudo-labeling  linear regression  low-rank reconstruction  
Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9357-9373
作者:  Tang, Yongqiang;  Xie, Yuan;  Zhang, Wensheng
收藏  |  浏览/下载：46/0  |  提交时间：2023/11/17
Affine subspace  low-rank representation  low-rank tensor  multi-view learning  subspace clustering  
Online 3D Modeling Method for Pose Measurement under Uncertain Dynamic Occlusion Based on Binocular Camera 期刊论文
sensors, 2023, 卷号: 23, 期号: 5, 页码: 17
作者:  Gao, Xuanchang;  Yu, Junzhi;  Tan, Min
Adobe PDF(9893Kb)  |  收藏  |  浏览/下载：105/28  |  提交时间：2023/06/14
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
作者:  Xu, Xinyao;  Xu, De;  Qin, Fangbo
Adobe PDF(1677Kb)  |  收藏  |  浏览/下载：147/56  |  提交时间：2023/06/21
data augmentation  feature clustering  class-rebalance strategy  few-shot learning  fault diagnosis  
Learning to Adapt Across Dual Discrepancy for Cross-Domain Person Re-Identification 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 1963-1980
作者:  Luo, Chuanchen;  Song, Chunfeng;  Zhang, Zhaoxiang
Adobe PDF(2539Kb)  |  收藏  |  浏览/下载：204/61  |  提交时间：2023/03/20
Person re-identification  domain adaptation  cross-domain mixup  camera-aware learning  self-paced learning  
Multilevel heterogeneous domain adaptation method for remote sensing image segmentation 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2023, 页码: 61
作者:  Liang Chenbin;  Cheng Bo;  Xiao baihua;  Dong Yunyun;  Chen jinfen
Adobe PDF(35677Kb)  |  收藏  |  浏览/下载：158/36  |  提交时间：2023/05/30
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(4570Kb)  |  收藏  |  浏览/下载：242/61  |  提交时间：2022/12/27
Decoding  Brain modeling  Functional magnetic resonance imaging  Predictive models  Emotion recognition  Dimensionality reduction  Pattern recognition  Fine-grained emotion decoding  multi-label learning  multi-view learning  product of experts (PoEs)  variational autoencoder  
Robust deep multi-view subspace clustering networks with a correntropy-induced metric 期刊论文
APPLIED INTELLIGENCE, 2022, 页码: 17
作者:  Si, Xiaomeng;  Yin, Qiyue;  Zhao, Xiaojie;  Yao, Li
收藏  |  浏览/下载：142/0  |  提交时间：2022/06/10
Subspace clustering  Multi-view learning  Deep clustering  Consistency  Diversity  
Memory-Modulated Transformer Network for Heterogeneous Face Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2095-2109
作者:  Luo, Mandi;  Wu, Haoxue;  Huang, Huaibo;  He, Weizan;  He, Ran
Adobe PDF(4712Kb)  |  收藏  |  浏览/下载：323/115  |  提交时间：2022/07/25
Face recognition  Task analysis  Transformers  Encoding  Feature extraction  Image recognition  Memory modules  Heterogeneous face recognition  style transformer  memory network  
Consistent and diverse multi-View subspace clustering with structure constraint 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 121, 页码: 15
作者:  Si, Xiaomeng;  Yin, Qiyue;  Zhao, Xiaojie;  Yao, Li
收藏  |  浏览/下载：193/0  |  提交时间：2021/11/03
Subspace self-representation  Multi-view clustering  Consistency  Diversity  Clustering structure