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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
Favorite  |  View/Download:6/0  |  Submit date:2021/11/02
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)
Adobe PDF(679Kb)  |  Favorite  |  View/Download:34/1  |  Submit date:2021/05/27
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
Adobe PDF(1700Kb)  |  Favorite  |  View/Download:26/2  |  Submit date:2021/06/15
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
Favorite  |  View/Download:47/0  |  Submit date:2021/03/01
Data fusion  deep learning  graph convolution  meta-learning  traffic flow prediction  traffic network  
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
Favorite  |  View/Download:9/0  |  Submit date:2021/11/04
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
Favorite  |  View/Download:20/0  |  Submit date:2021/03/02
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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AugFPN: Improving Multi-scale Feature Learning for Object Detection 会议论文
, online meeting, 2020-06-14
Authors:  Guo, Chaoxu;  Fan, Bin;  Zhang, Qian;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(631Kb)  |  Favorite  |  View/Download:208/58  |  Submit date:2020/06/11
AugFPN, Object Detection  
Detecting Maneuvering Target Accurately Based on a Two-Phase Approach From Remote Sensing Imagery 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2020, 卷号: 17, 期号: 5, 页码: 849-853
Authors:  Chen, Xueyun;  Lin, Jingyu;  Xiang, Shiming;  Pan, Chun-Hong
Favorite  |  View/Download:45/0  |  Submit date:2020/06/22
Databases  Testing  Proposals  Object detection  Kernel  Satellites  Gray-scale  Maneuvering target detection  remote sensing  spatial density building net (SDBN)