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You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2891-2904
Authors:  Zhang, Xinbang;  Huang, Zehao;  Wang, Naiyan;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:5/0  |  Submit date:2021/11/02
Computer architecture  Optimization  Learning (artificial intelligence)  Task analysis  Acceleration  Evolutionary computation  Convolution  Neural architecture search(NAS)  convolution neural network  sparse optimization  
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  
Few-Shot Learning via Feature Hallucination with Variational Inference 会议论文
, 线上会议, 2021-1
Authors:  Luo QX(罗沁轩);  Wang LF(汪凌峰);  Lv JG(吕京国);  Xiang SM(向世明);  Pan CH(潘春洪)
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CMT: Cross Mean Teacher Unsupervised Domain Adaptation for VHR Image Semantic Segmentation 期刊论文
IEEE Geoscience and Remote Sensing Letters, 2021, 卷号: 0, 期号: 0, 页码: 1-5
Authors:  Liang Yan;  Bin Fan;  Shiming Xiang;  Chunhong Pan
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Cross mean teacher (CMT)  self-training (ST)  semantic segmentation  unsupervised domain adaptation (UDA)  very-high-resolution (VHR) image  
Meta-MSNet: Meta-Learning Based Multi-Source Data Fusion for Traffic Flow Prediction 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2021, 卷号: 28, 页码: 6-10
Authors:  Fang, Shen;  Pan, Xianbing;  Xiang, Shiming;  Pan, Chunhong
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Data fusion  deep learning  graph convolution  meta-learning  traffic flow prediction  traffic network  
Extracting Effective Image Attributes with Refined Universal Detection 期刊论文
SENSORS, 2021, 卷号: 21, 期号: 1, 页码: 16
Authors:  Yu, Qiang;  Xiao, Xinyu;  Zhang, Chunxia;  Song, Lifei;  Pan, Chunhong
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attribute extraction  Refined Universal Detection  word tree  image captioning  
Multitask Learning for Ship Detection From Synthetic Aperture Radar Images 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 8048-8062
Authors:  Zhang, Xin;  Huo, Chunlei;  Xu, Nuo;  Jiang, Hangzhi;  Cao, Yong;  Ni, Lei;  Pan, Chunhong
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Task analysis  Feature extraction  Radar polarimetry  Object detection  Marine vehicles  Detectors  Synthetic aperture radar  Multitask learning  synthetic aperture radar (SAR)  SAR ship detection  
Handwritten Text Generation via Disentangled Representations 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2021, 卷号: 28, 页码: 1838-1842
Authors:  Liu, Xiyan;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
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Training  Gaussian distribution  Text recognition  Image reconstruction  Task analysis  Generators  Convolution  Handwritten text generation  disentangled representation  generative adversarial networks  deep learning  
3D PostureNet: A unified framework for skeleton-based posture recognition 期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 140, 页码: 143-149
Authors:  Liu, Jianbo;  Wang, Ying;  Liu, Yongcheng;  Xiang, Shiming;  Pan, Chunhong
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Human posture recognition  Static hand gesture recognition  Skeleton-based  3D convolutional neural network  
Deep Space Probing for Point Cloud Analysis 会议论文
, 线上, 2021-1
Authors:  Yirong, Yang;  Bin Fan;  Yongcheng Liu;  Hua Lin;  Jiyong Zhang;  Xin Liu;  Xinyu Cai;  Shiming Xiang;  Chunhong Pan
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