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深度神经网络自动设计方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  王家兴
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深度学习  网络结构搜索  模型压缩  贝叶斯方法  机器学习  
A Multi-Stream Feature Fusion Approach for Traffic Prediction 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:  Zhishuai Li;  Gang Xiong;  Yonglin Tian;  Yisheng Lv;  Yuanyuan Chen;  Pan Hui;  Xiang Su
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Traffic prediction, graph convolutional neural network, deep learning, multi-stream  
Localization and Classification of Rice-grain Images Using Region Proposals-based Convolutional Neural Network 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 233-246
Authors:  Kittinun Aukkapinyo;  Suchakree Sawangwong;  Parintorn Pooyoi;  Worapan Kusakunniran
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Mask region-based convolutional neural networks (R-CNN)  computer vision  deep learning  rice grain classification  transfer learning.  
Generalized Multiscale RBF Networks and the DCT for Breast Cancer Detection 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 55-70
Authors:  Carlos Beltran-Perez;  Hua-Liang Wei;  Adrian Rubio-Solis
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Nonlinear system identification  image processing  discrete cosine transform  radial basis functions  computer-aided diagnosis  neural networks.  
M-NAS: Meta Neural Architecture Search 会议论文
, New York, 2020.02.07-2020.02.12
Authors:  Wang JX(王家兴);  Wu JX(吴家祥);  Bo HL(柏昊立);  Cheng J(程健)
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Spatial non-local attention for thoracic disease diagnosis and visualisation in weakly supervised learning 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 11, 页码: 1922-1930
Authors:  Yang, Menglin;  Li, Ding;  Zhang, Wensheng
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feature extraction  diseases  medical image processing  patient diagnosis  image segmentation  image classification  supervised learning  image annotation  thoracic disease diagnosis  weakly supervised learning  computer-aided diagnosis  coarse image-level annotations  pathological area  nonlocal aware features  fine-grained expertise  clinical diagnosis  visualisation method  chest X-ray dataset  spatial nonlocal attention mechanism  ResNet-SNA  
医学影像数据的弱监督机器学习算法研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  杨萌林
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医学影像  弱监督学习  胸部疾病诊断  分类激活图  分类算法  
基于深度特征融合的图像分类方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2018
Authors:  李成华
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图像分类  深度卷积神经网络  特征融合  图像包网络  一致性融合  动态门控融合  
基于层次化语义信息的视觉美感质量评估 学位论文
, 北京: 中国科学院大学, 2017
Authors:  考月英
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视觉美感质量评估  图像自动裁剪  层次化语义信息  多任务学习  深度卷积神经网络  
Predicting User’s Multi-Interests With Network Embedding in Health-Related Topics 会议论文
IJCNN2016, Vancouver, Canada, 24-29 July 2016
Authors:  Zhipeng Jin;  Ruoran Liu;  Qiudan Li;  Daniel D. Zeng;  YongCheng Zhan;  Lei Wang
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User Interaction Network  Multi-interest Prediction  Weight Information