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| Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
作者: Qinghai Miao; Yisheng Lv ; Min Huang; Xiao Wang; Fei-Yue Wang
 Adobe PDF(11937Kb) |  收藏 | 浏览/下载：902/146 | 提交时间：2023/03/02
Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
| Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
作者: Uichin Lee; Gyuwon Jung; Eun-Yeol Ma; Jin San Kim; Heepyung Kim; Jumabek Alikhanov; Youngtae Noh; Heeyoung Kim
Adobe PDF(2887Kb) | 收藏 | 浏览/下载：513/347 | 提交时间：2023/01/03
Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |
| Visuals to Text: A Comprehensive Review on Automatic Image Captioning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1339-1365
作者: Yue Ming; Nannan Hu; Chunxiao Fan; Fan Feng; Jiangwan Zhou; Hui Yu
Adobe PDF(56128Kb) | 收藏 | 浏览/下载：171/21 | 提交时间：2022/08/01
Artificial intelligence attention mechanism encoder-decoder framework image captioning multi-modal understanding training strategies |
| Meta Ordinal Regression Forest for Medical Image Classification With Ordinal Labels 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1233-1247
作者: Yiming Lei; Haiping Zhu; Junping Zhang; Hongming Shan
Adobe PDF(2123Kb) | 收藏 | 浏览/下载：232/50 | 提交时间：2022/06/27
Convolutional neural network (CNNs) medical image classification meta-learning ordinal regression random forest |
| SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1200-1217
作者: Jiayi Ma; Linfeng Tang; Fan Fan; Jun Huang; Xiaoguang Mei; Yong Ma
Adobe PDF(22803Kb) | 收藏 | 浏览/下载：171/23 | 提交时间：2022/06/27 |
| BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 878-892
作者: Pengwei Liang; Junjun Jiang; Xianming Liu; Jiayi Ma
Adobe PDF(12217Kb) | 收藏 | 浏览/下载：157/20 | 提交时间：2022/04/24
Blur kernel convolutional neural networks (CNNs) defocus deblurring dual-pixel (DP) data meta-learning |
| 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：111/18 | 提交时间：2021/09/03
Attention U-Net connection encoder-decoder architecture facial attribute editing multi-attention mechanism |
| 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：159/17 | 提交时间：2021/06/11
Collaborative robotics deep learning object detection and tracking top view video surveillance |
| Automatic Detection of COVID-19 Infection Using Chest X-Ray Images Through Transfer Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 239-248
作者: Elene Firmeza Ohata; Gabriel Maia Bezerra; João Victor Souza das Chagas; Aloísio Vieira Lira Neto; Adriano Bessa Albuquerque; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho
Adobe PDF(9228Kb) | 收藏 | 浏览/下载：131/29 | 提交时间：2021/04/09
Convolutional neural networks (CNNs) COVID-19 transfer learning X-ray |
| NeuroBiometric: An Eye Blink Based Biometric Authentication System Using an Event-Based Neuromorphic Vision Sensor 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 206-218
作者: Guang Chen; Fa Wang; Xiaoding Yuan; Zhijun Li; Zichen Liang; Alois Knoll
Adobe PDF(12192Kb) | 收藏 | 浏览/下载：156/28 | 提交时间：2021/04/09
Biometrics biometric autentication event-based vision neuromorphic vision |
