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Region-adaptive Concept Aggregation for Few-shot Visual Recognition 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 554-568
作者:  Mengya Han;  Yibing Zhan;  Baosheng Yu;  Yong Luo;  Han Hu;  Bo Du;  Yonggang Wen;  Dacheng Tao
Adobe PDF(4324Kb)  |  收藏  |  浏览/下载:0/0  |  提交时间:2024/04/23
Few-shot learning, metric-based meta learning, concept learning, region-adaptive, concept-aggregation  
\MetaEmotionNet: Spatial-Spectral-Temporal-Based Attention 3-D Dense Network With Meta-Learning for EEG Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 13
作者:  Ning, Xiaojun;  Wang, Jing;  Lin, Youfang;  Cai, Xiyang;  Chen, Haobin;  Gou, Haijun;  Li, Xiaoli;  Jia, Ziyu
收藏  |  浏览/下载:5/0  |  提交时间:2024/03/26
Affective computing  attention mechanism  electroencephalogram (EEG)  emotion recognition  meta-learning  
Meta-MMFNet: Meta-learning-based Multi-model Fusion Network for Micro-expression Recognition 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 2, 页码: 20
作者:  Gong, Wenjuan;  Zhang, Yue;  Wang, Wei;  Cheng, Peng;  Gonzalez, Jordi
收藏  |  浏览/下载:73/0  |  提交时间:2023/12/21
Feature fusion  model fusion  meta-learning  micro-expression recognition  
AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 15
作者:  Fang, Shen;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
收藏  |  浏览/下载:135/0  |  提交时间:2023/02/22
Deep learning  neural architecture search  graph convolution  meta-learning  traffic flow prediction  
Meta-Teacher For Face Anti-Spoofing 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6311-6326
作者:  Qin, Yunxiao;  Yu, Zitong;  Yan, Longbin;  Wang, Zezheng;  Zhao, Chenxu;  Lei, Zhen
收藏  |  浏览/下载:185/0  |  提交时间:2022/11/14
Detectors  Face recognition  Training  Faces  Feature extraction  Training data  Optimization  Face anti-spoofing  meta-teacher  pixel-wise supervision  deep-learning  
Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 544-563
作者:  Ye, Xue;  Fang, Shen;  Sun, Fang;  Zhang, Chunxia;  Xiang, Shiming
Adobe PDF(3491Kb)  |  收藏  |  浏览/下载:214/25  |  提交时间:2022/09/19
Traffic prediction  Spatial-temporal modeling  Meta-learning  Attention mechanism  Deep learning  
Self-adaptive Bat Algorithm With Genetic Operations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1284-1294
作者:  Jing Bi;  Haitao Yuan;  Jiahui Zhai;  MengChu Zhou;  H. Vincent Poor
Adobe PDF(1916Kb)  |  收藏  |  浏览/下载:196/37  |  提交时间:2022/06/27
Bat algorithm (BA)  genetic algorithm (GA)  hybrid algorithm  learning mechanism  meta-heuristic optimization algorithms  
Meta Ordinal Regression Forest for Medical Image Classification With Ordinal Labels 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1233-1247
作者:  Yiming Lei;  Haiping Zhu;  Junping Zhang;  Hongming Shan
Adobe PDF(2123Kb)  |  收藏  |  浏览/下载:208/47  |  提交时间:2022/06/27
Convolutional neural network (CNNs)  medical image classification  meta-learning  ordinal regression  random forest  
The Model May Fit You: User-Generalized Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 24, 页码: 2998-3012
作者:  Ma, Xinhong;  Yang, Xiaoshan;  Gao, Junyu;  Xu, Changsheng
Adobe PDF(6549Kb)  |  收藏  |  浏览/下载:239/46  |  提交时间:2022/06/17
cross-modal retrieval  domain generalization  meta-learning  
ERP prototypical matching net: a meta-learning method for zero-calibration RSVP-based image retrieval 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2022, 卷号: 19, 期号: 2, 页码: 17
作者:  Wei, Wei;  Qiu, Shuang;  Zhang, Yukun;  Mao, Jiayu;  He, Huiguang
收藏  |  浏览/下载:181/0  |  提交时间:2022/06/10
EEG  RSVP-based BCI  zero-calibration  meta-learning  prototypical matching