低质多模态数据深度融合算法研究

61906030
2019
F0604.机器感知与机器视觉
赵亮
青年科学基金项目
副教授
大连理工大学
27万元
深度神经网络;特征提取;多模态融合;低质数据
2020-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Hybrid attention mechanism for few-shot relational learning of knowledge graphs 期刊论文 Ma Ruixin;Li Zeyang;Guo Fangqing;Zhao Liang
2 Aero Engine Gas-Path Fault Diagnose Based on Multimodal Deep Neural Networks 期刊论文 Liang Zhao;Chunyang Mo;Tingting Sun;Wei Huang
3 Enhanced Attention-Based Back Projection Network for Image Super-Resolution in Sensor Network 期刊论文 Chen Zhikui;Zhang Siyuan;Zhao Liang
4 HybridCTrm: Bridging CNN and Transformer for Multimodal Brain Image Segmentation 期刊论文 Qixuan Sun;Nianhua Fang;Zhuo Liu;Liang Zhao;Youpeng Wen;Hongxiang Lin
5 Multilabel Aerial Image Classification With a Concept Attention Graph Neural Network 期刊论文 Dan Lin;Jianzhe Lin;Liang Zhao;Z. Jane Wang;Zhikui Chen
6 Incomplete multi-view clustering based on weighted sparse and low rank representation 期刊论文 Liang Zhao;Jie Zhang;Tao Yang;Zhikui Chen
7 PANC: Prototype Augmented Neighbor Constraint instance completion in knowledge graphs 期刊论文 Ruixin Ma;Yulong Ma;Hongyan Zhang;Biao Mei;Guangyue Lv;Liang Zhao
8 Dual Alignment Self-Supervised Incomplete Multi-View Subspace Clustering Network 期刊论文 Liang Zhao;Jie Zhang;Qiuhao Wang;Zhikui Chen
9 Predicting The Likelihood of Patients Developing Sepsis Based on Compound Ensemble Learning 会议论文 Liang Zhao;Rui Lin;Zhuo Liu;Hong Yuan
10 基于双图正则化的自适应多模态鲁棒特征学习 期刊论文 赵亮;张洁;陈志奎
11 Incremental multi-view correlated feature learning based on non-negative matrix factorisation 期刊论文 Zhao Liang;Yang Tao;Zhang Jie;Chen Zhikui
12 AMVAE: Asymmetric Multimodal Variational Autoencoder for Multi-view Representation 会议论文 Wen Youpeng;Lin Hongxiang;Guo Yiju;Zhao Liang
13 Co-Learning Non-Negative Correlated and Uncorrelated Features for Multi-View Data 期刊论文 Liang Zhao;Tao Yang;Jie Zhang;Zhikui Chen;Yi Yang;Z. Jane Wang
14 一种基于深度神经网络的X光影像分割与分类预测模型 专利 袁宏;赵亮;马佳骏;赵婧媛;李达
15 多源异构土地大数据集成管理与高效融合关键技术及应用 奖励 胡月明;熊昌盛;陈志奎;王卫星;王璐;陈传钊;谢健文;赵亮;韦仕川;栾乔林
16 Multilabel Aerial Image Classification With Unsupervised Domain Adaptation 期刊论文 Lin Dan;Lin Jianzhe;Zhao Liang;Wang Z. Jane;Chen Zhikui
17 融合上下文信息与核密度估计的协同过滤推荐 期刊论文 马瑞新;郭芳清;刘振娇;陈志奎;赵亮
18 Knowledge Graph Random Neural Networks for Recommender Systems 期刊论文 Ruixin Ma;Fangqing Guo;Zeyang Li;Liang Zhao
19 Mask Image to Real Image Generation Based on Semantic Control Context Encoder 奖励 Yangqianhui Zhang;Pingda Huang;Xinwei Lin;Shuda Gao;Liang Zhao
20 MM-UNet: A multimodality brain tumor segmentation network in MRI images 期刊论文 Liang Zhao;Jiajun Ma;Yu Shao;Chaoran Jia;Jingyuan Zhao;Hong Yuan
21 Random Subspace Ensembles of Fully Convolutional Network for Time Series Classification 期刊论文 Yangqianhui Zhang;Chunyang Mo;Jiajun Ma;Liang Zhao
22 一种航空发动机气路故障诊断方法 专利 赵亮;莫春阳;张清辰;陈志奎;李朋
23 一种引入语义损失上下文编码器的掩膜图像修补方法 专利 赵亮;刚占鑫;姚晨辉;高树达;马希达
24 基于NMF和低秩张量的不完整多模态媒体数 据聚类方法 专利 刘振娇;陈志奎;赵亮;杨韬;李岳
25 LSTM-MFCN: A Time Series Classifier Based on Multi-Scale Spatial–Temporal Features 期刊论文 Liang Zhao;Chunyang Mo;Jiajun Ma;Zhikui Chen;Chenhui Yao
26 TRGAN: Text to Image Generation Through Optimizing Initial Image 会议论文 Liang Zhao;Xinwei Li;Pingda Huang;Zhikui Chen;Yanqi Dai;Tianyu Li
27 数据处理方法、装置、计算机设备及存储介质 专利 赵亮;张洁;黄平达;马佳骏;陈志奎
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