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| Variational Gridded Graph Convolution Network for Node Classification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1697-1708
作者: Xiaobin Hong; Tong Zhang; Zhen Cui; Jian Yang
 Adobe PDF(2419Kb) |  收藏 | 浏览/下载：137/41 | 提交时间：2021/09/03
Graph coarsening gridding node classification random walk variational convolution |
| Hierarchical Reinforcement Learning With Automatic Sub-Goal Identification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1686-1696
作者: Chenghao Liu; Fei Zhu ; Quan Liu; Yuchen Fu
Adobe PDF(5095Kb) | 收藏 | 浏览/下载：130/47 | 提交时间：2021/09/03
Hierarchical control hierarchical reinforcement learning option sparse reward sub-goal |
| MU-GAN: Facial Attribute Editing Based on Multi-Attention Mechanism 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1614-1626
作者: Ke Zhang; Yukun Su; Xiwang Guo; Liang Qi; Zhenbing Zhao
Adobe PDF(13892Kb) | 收藏 | 浏览/下载：116/19 | 提交时间：2021/09/03
Attention U-Net connection encoder-decoder architecture facial attribute editing multi-attention mechanism |
| Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1523-1538
作者: Samuel Harford; Fazle Karim; Houshang Darabi
Adobe PDF(12886Kb) | 收藏 | 浏览/下载：143/44 | 提交时间：2021/09/03
Adversarial machine learning deep learning multivariate time series perturbation methods |
| Learning Convex Optimization Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1355-1364
作者: Akshay Agrawal; Shane Barratt; Stephen Boyd
Adobe PDF(1593Kb) | 收藏 | 浏览/下载：178/51 | 提交时间：2021/06/11
Convex optimization differentiable optimization machine learning |
| Remaining Useful Life Prediction for a Roller in a Hot Strip Mill Based on Deep Recurrent Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1345-1354
作者: Ruihua Jiao; Kaixiang Peng; Jie Dong
Adobe PDF(1807Kb) | 收藏 | 浏览/下载：148/53 | 提交时间：2021/06/11
Hot strip mill prognostics and health management (PHM) recurrent neural network (RNN) remaining useful life (RUL) roller management |
| A Cognitive Memory-Augmented Network for Visual Anomaly Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1296-1307
作者: Tian Wang; Xing Xu; Fumin Shen; Yang Yang
Adobe PDF(6796Kb) | 收藏 | 浏览/下载：174/64 | 提交时间：2021/06/11
Cognitive computing density estimation memory visual analysis systems visual anomaly detection |
| Towards Collaborative Robotics in Top View Surveillance: A Framework for Multiple Object Tracking by Detection Using Deep Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1253-1270
作者: Imran Ahmed; Sadia Din; Gwanggil Jeon; Francesco Piccialli; Giancarlo Fortino
Adobe PDF(69436Kb) | 收藏 | 浏览/下载：163/17 | 提交时间：2021/06/11
Collaborative robotics deep learning object detection and tracking top view video surveillance |
| Global-Attention-Based Neural Networks for Vision Language Intelligence 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1243-1252
作者: Pei Liu; Yingjie Zhou; Dezhong Peng; Dapeng Wu
Adobe PDF(24864Kb) | 收藏 | 浏览/下载：176/30 | 提交时间：2021/06/11
Global attention image captioning latent contribution |
| A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1222-1242
作者: Ce Zhang; Azim Eskandarian
Adobe PDF(42044Kb) | 收藏 | 浏览/下载：214/56 | 提交时间：2021/06/11
Advanced driver assistance systems (ADAS) data analysis electroencephalography (EEG) intelligent vehicles machine learning algorithms neural network |
