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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  
A Distributed Framework for Large-scale Protein-protein Interaction Data Analysis and Prediction Using MapReduce 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 160-172
Authors:  Lun Hu;  Shicheng Yang;  Xin Luo;  Huaqiang Yuan;  Khaled Sedraoui;  MengChu Zhou
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Distributed computing  large-scale prediction machine learning  MapReduce  protein-protein interaction (PPI)  
Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 246-258
Authors:  Luca Butera;  Alberto Ferrante;  Mauro Jermini;  Mauro Prevostini;  Cesare Alippi
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Computer vision  machine learning  neural network  pest insect  pest monitoring  Popillia japonica  precise agriculture  
Domain-Invariant Similarity Activation Map Contrastive Learning for Retrieval-Based Long-Term Visual Localization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 313-328
Authors:  Hanjiang Hu;  Hesheng Wang;  Zhe Liu;  Weidong Chen
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Deep representation learning  place recognition  visual localization  
Scribble-Supervised Video Object Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 339-353
Authors:  Peiliang Huang;  Junwei Han;  Nian Liu;  Jun Ren;  Dingwen Zhang
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Convolutional neural networks (CNNs)  scribble  self-attention  video object segmentation  weakly supervised  
Improving Dendritic Neuron Model With Dynamic Scale-Free Network-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 99-110
Authors:  Yang Yu;  Zhenyu Lei;  Yirui Wang;  Tengfei Zhang;  Chen Peng;  Shangce Gao
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Artificial neuron networks (ANNs)  dendrite neuron network  differential evolution (DE)  scale-free network  
Generative Adversarial Network Based Heuristics for Sampling-Based Path Planning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 64-74
Authors:  Tianyi Zhang;  Jiankun Wang;  Max Q.-H. Meng
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Generative adversarial network (GAN)  optimal path planning  robot path planning  sampling-based path planning  
IsGAN: Identity-sensitive generative adversarial network for face photo-sketch synthesis 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 119, 页码: 13
Authors:  Yan, Lan;  Zheng, Wenbo;  Gou, Chao;  Wang, Fei-Yue
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Face   photo-sketch synthesis  Image-to-image translation  Generative adversarial   networks  Convolutional   neural   network  Face   recognition  
Text Style Transfer With Decorative Elements 会议论文
International Conference on Multimedia Information Processing and Retrieval, Tokyo, Japan, September 10, 2021
Authors:  Yuting,Ma;  Fan,Tang;  Weiming,Dong;  Changsheng,Xu
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text style transfer, decorative elements extraction, decoration recomposition  
DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2905-2920
Authors:  Zhang, Xinbang;  Chang, Jianlong;  Guo, Yiwen;  Meng, Gaofeng;  Xiang, Shiming;  Lin, Zhouchen;  Pan, Chunhong
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Computer architecture  Search problems  Optimization  Task analysis  Bridges  Binary codes  Estimation  Neural architecture search(NAS)  ensemble gumbel-softmax  distribution guided sampling