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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  
从视频到语言:视频标题生成与描述研究综述 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 2, 页码: 375-397
Authors:  汤鹏杰;  王瀚漓
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视频描述  卷积神经网络  循环神经网络  语段生成  情感表达  逻辑语义  
视觉语言导航研究进展 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 1, 页码: 1-14
Authors:  司马双霖;  黄岩;  何科技;  安东;  袁辉;  王亮
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视觉语言导航  视觉语言理解  跨模态匹配  具身智能  
自适应特征融合的多模态实体对齐研究 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 4, 页码: 758-770
Authors:  郭浩;  李欣奕;  唐九阳;  郭延明;  赵翔
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多模态知识图谱  实体对齐  预训练模型  特征融合  
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 153-168
Authors:  Zefa Hu;  Ziyi Ni;  Jing Shi;  Shuang Xu;  Bo Xu
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Medical dialogue understanding, information extraction, text generation, knowledge-enhanced prompt, low-resource setting, data augmentation  
Multimodal Fusion of Brain Imaging Data: Methods and Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
Authors:  Na Luo;  Weiyang Shi;  Zhengyi Yang;  Ming Song;  Tianzi Jiang
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Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
Deep Industrial Image Anomaly Detection: A Survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 104-135
Authors:  Jiaqi Liu;  Guoyang Xie;  Jinbao Wang;  Shangnian Li;  Chengjie Wang;  Feng Zheng;  Yaochu Jin
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Image anomaly detection, defect detection, industrial manufacturing, deep learning, computer vision  
Federated Learning on Multimodal Data: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
Authors:  Yi-Ming Lin;   Yuan Gao;  Mao-Guo Gong;  Si-Jia Zhang;  Yuan-Qiao Zhang;  Zhi-Yuan Li
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Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
Authors:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
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Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
Authors:  Xiao Wang;  Guangyao Chen;  Guangwu Qian;  Pengcheng Gao;  Xiao-Yong Wei;  Yaowei Wang;  Yonghong Tian;  Wen Gao
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Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning