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领域跨媒体知识表达与推理技术研究 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, 2022
Authors:  张莹莹
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知识图谱  表示学习  多模态  推理  
面向自然人机交互的语言-视觉物体定位方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  李钱钟
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自然人机交互  零样本物体检测  自然语言-图像指代表达理解  自然语言-视频指代表达理解  
边缘信息辅助的图像分割方法研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  何昊
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语义分割  实例分割  边缘检测  
基于深度学习的真实场景单张图像高光去除研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2022
Authors:  吴仲琦
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高光去除,高光检测,偏振光,高光数据集,深度学习  
SurgiNet: Pyramid Attention Aggregation and Class-wise Self-Distillation for Surgical Instrument Segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2022, 卷号: 76, 页码: 102310
Authors:  Ni, Zhen-Liang;  Zhou, Xiao-Hu;  Wang, Guan-An;  Yue, Wen-Qian;  Li, Zhen;  Bian, Gui-Bin;  Hou, Zeng-Guang
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Surgical Insturment Segmentation  Class-wise Self-Distillation  Pyramid Attention  
Cyber Security Intrusion Detection for Agriculture 4.0: Machine Learning-Based Solutions, Datasets, and Future Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 407-436
Authors:  Mohamed Amine Ferrag;  Lei Shu;  Othmane Friha;  Xing Yang
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Agriculture 4.0  cyber security  intrusion detection system  machine learning approaches  smart agriculture  
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234
Authors:  Xin Liu;  Mingyu Yan;  Lei Deng;  Guoqi Li;  Xiaochun Ye;  Dongrui Fan
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Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method  
Target Capturing in an Ellipsoidal Region for a Swarm of Double Integrator Agents 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 801-811
Authors:  Antonio Bono;  Luigi D’Alfonso;  Giuseppe Fedele;  Veysel Gazi
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Agents-based systems  cooperative control  swarms  target-capturing  
Cross-attention-based Feature Extraction Network for 3D Point Cloud Registration 会议论文
, TaiPei Taiwan, July 18-22,2022
Authors:  Shiyi Guo;  Yujie Fu;  Zhengda Qian;  Zheng Rong;  Yihong Wu
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Joint Specular Highlight Detection and Removal in Single Images via Unet-Transformer 期刊论文
Computational Visual Media, 2022, 页码: 14
Authors:  Wu ZQ(吴仲琦);  Guo JW(郭建伟);  Zhuang CQ(庄传青);  Xiao J(肖俊);  Yan DM(严冬明);  Zhang XP(张晓鹏)
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specular highlight detection  specular highlight removal  Unet  Transformer