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A Novel Automatic Classification System Based on Hybrid Unsupervised and Supervised Machine Learning for Electrospun Nanofibers 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 64-76
Authors:  Cosimo Ieracitano;  Annunziata Paviglianiti;  Maurizio Campolo;  Amir Hussain;  Eros Pasero;  Francesco Carlo Morabito
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Anomaly detection  autoencoder (AE)  electrospinning  machine learning  material informatics  nanomaterials  
Skeleton-Based Action Recognition With Multi-Stream Adaptive Graph Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 期号: 29, 页码: 9532-9545
Authors:  Shi, Lei;  Zhang, Yifan;  Cheng, Jian;  Lu, Hanqing
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Skeleton-based action recognition, graph convolutional network, adaptive graph, multi-stream network.  
MuLTReNets: Multilingual text recognition networks for simultaneous script identification and handwriting recognition 期刊论文
Pattern Recognition, 2020, 卷号: 108, 期号: 107555, 页码: 11
Authors:  Chen, Zhuo;  Yin, Fei;  Zhang, Xu-Yao;  Yang, Qing;  Liu, Cheng-Lin
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MuLTReNets  auto-weighter  Separable MDLSTM  multilingual handwritten text recognition  multi-task learning  
Automatic Reconstruction of Mitochondria and Endoplasmic Reticulum in Electron Microscopy Volumes by Deep Learning 期刊论文
FRONTIERS IN NEUROSCIENCE, 2020, 期号: 14, 页码: 13
Authors:  Liu, Jing;  Li, Linlin;  Yang, Yang;  Hong, Bei;  Chen, Xi;  Xie, Qiwei;  Han, Hua
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mitochondria  endoplasmic reticulum  electron microscopes  segmentation  3D reconstruction  
Facial image super-resolution guided by adaptive geometric features 期刊论文
EURASIP Journal on Wireless Communications and Networking, 2020, 卷号: 2020, 期号: 1, 页码: 15
Authors:  Fan, Zhenfeng;  Hu, Xiyuan;  Chen, Chen;  Wang, Xiaolian;  Peng, Silong
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Convolutional neural networks  Depth map  Face super-resolution  
Encoding Primitives Generation Policy Learning for Robotic Arm to Overcome Catastrophic Forgetting in Sequential Multi-tasks Learning 期刊论文
Neural Networks, 2020, 期号: 2020.06.003, 页码: 12
Authors:  Xiong, Fangzhou;  Liu, Zhiyong;  Huang, Kaizhu;  Yang, Xu;  Qiao, Hong;  Amir Hussain
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Sequential multi-tasks learning, Continual learning, Catastrophic forgetting, Robotics  
复杂场景语音前端增强与分离算法研究 学位论文
工学学位, 北京: 中国科学院自动化研究所, 2020
Authors:  李晨星
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语音去混响  语音增强  语音分离  远场语音识别  
基于深度学习的自主空中加油目标检测与跟踪研究 学位论文
, 北京市石景山区玉泉路19号: 中国科学院大学, 2020
Authors:  孙思洋
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深度学习  强化学习  目标检测  目标跟踪  关键点检测  单目视觉测量  自主对接控制  空中加油  
融合图像与文本的多模态情感分析方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  徐楠
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多模态情感分析  图像语义  信息交互  属性级  多模态数据增强  
基于深度学习的人体行为识别研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  朱佳刚
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行为识别  双流网络  人体关节点  多任务学习  行为识别系统