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面向特征学习的图像开集识别方法研究 学位论文
, 2024
Authors:  孙珈因
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开集识别  分布建模  层级注意力  频域滤波  反事实去混淆  直推式框架  
Overhead-free Noise-tolerant Federated Learning: A New Baseline 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 526-537
Authors:  Shiyi Lin;  Deming Zhai;  Feilong Zhang;  Junjun Jiang;  Xianming Liu;  Xiangyang Ji
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Federated learning, noise-label learning, privacy-preserving machine learning, edge intelligence, distributed machine learning  
Structural Dependence Learning Based on Self-attention for Face Alignment 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 514-525
Authors:  Biying Li;  Zhiwei Liu;  Wei Zhou;  Haiyun Guo;  Xin Wen;  Min Huang;  Jinqiao Wang
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Computer vision, face alignment, self-attention, facial structure, contextual information  
融合包注意力机制的监控视频异常行为检测 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 12, 页码: 2951-2959
Authors:  肖进胜;  申梦瑶;  江明俊;  雷俊峰;  包振宇
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异常检测  视频包  时空特征  注意力机制  
Adaptively Enhancing Facial Expression Crucial Regions via a Local Non-local Joint Network 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 331-348
Authors:  Guanghui Shi;  Shasha Mao;  Shuiping Gou;  Dandan Yan;  Licheng Jiao;  Lin Xiong
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Facial expression recognition, deep neural network, multiple network ensemble, attention network, facial crucial regions  
Stability and Generalization of Hypergraph Collaborative Networks 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 184-196
Authors:  Michael K. Ng;  Hanrui Wu;  Andy Yip
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Hypergraphs, vertices, hyperedges, collaborative networks, graph convolutional neural networks (CNNs), stability, generalization guarantees  
FedFV: A Personalized Federated Learning Framework for Finger Vein Authentication 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 683-696
Authors:  Feng-Zhao Lian;  Jun-Duan Huang;  Ji-Xin Liu;   Guang Chen;  Jun-Hong Zhao;  Wen-Xiong Kang
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Finger vein, personalized federated learning, privacy protection, biometric, authentication  
Machine Learning Methods in Solving the Boolean Satisfiability Problem 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 640-655
Authors:  Wenxuan Guo;  Hui-Ling Zhen;  Xijun Li;  Wanqian Luo;  Mingxuan Yuan;  Yaohui Jin;  Junchi Yan
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Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization  
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
Authors:  Mengya Han;  Yibing Zhan;  Baosheng Yu;  Yong Luo;  Han Hu;  Bo Du;  Yonggang Wen;  Dacheng Tao
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Few-shot learning, metric-based meta learning, concept learning, region-adaptive, concept-aggregation  
Compositional Prompting Video-language Models to Understand Procedure in Instructional Videos 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 249-262
Authors:  Guyue Hu;  Bin He;  Hanwang Zhang
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Prompt learning  video-language pretrained models  instructional videos  procedure understanding  knowledge distilling