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Dual Frequency Transformer for Efficient SDR-to-HDR Translation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 538-548
Authors:  Gang Xu;  Qibin Hou;  Ming-Ming Cheng
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Standard-dynamic-range to high-dynamic-range (SDR-to-HDR) translation, Transformer, dual frequency attention (DFA), frequency-aware feature decomposition, efficient model  
Distributed Deep Reinforcement Learning: A Survey and a Multi-player Multi-agent Learning Toolbox 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 411-430
Authors:  Qiyue Yin;  Tongtong Yu;  Shengqi Shen;  Jun Yang;  Meijing Zhao;  Wancheng Ni;  Kaiqi Huang;  Bin Liang;  Liang Wang
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Deep reinforcement learning, distributed machine learning, self-play, population-play, toolbox  
Industry-oriented Detection Method of PCBA Defects Using Semantic Segmentation Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1438-1446
Authors:  Yang Li;  Xiao Wang;  Zhifan He;  Ze Wang;  Ke Cheng;  Sanchuan Ding;  Yijing Fan;  Xiaotao Li;  Yawen Niu;  Shanpeng Xiao;  Zhenqi Hao;  Bin Gao;  Huaqiang Wu
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Automated optical inspection (AOI)  deep learning  defect detection  printed circuit board assembly (PCBA)  semantic segmentation  
带有资源冲突的Seru在线并行调度算法 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 2, 页码: 444-459
Authors:  江煜舟;  李冬妮;  靳洪博;  殷勇
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赛如生产系统  在线调度  竞争比  实例归约  总加权完工时间  
面向工业无线网络的动态TDMA系统设计与实现 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 11, 页码: 2812-2822
Authors:  徐川;  曾日辉;  邢媛;  邓炳光;  赵国锋
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工业无线网络  动态TDMA  软件定义网络  时隙分配  
YuNet: A Tiny Millisecond-level Face Detector 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 656-665
Authors:  Wei Wu;  Hanyang Peng;  Shiqi Yu
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Face detection, object detection, computer version, lightweight, inference efficiency, anchor-free mechanism  
Federated Learning on Multimodal Data: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
Authors:  Yi-Ming Lin;   Yuan Gao;  Mao-Guo Gong;  Si-Jia Zhang;  Yuan-Qiao Zhang;  Zhi-Yuan Li
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Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
Authors:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
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Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
A Survey on Collaborative DNN Inference for Edge Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 370-395
Authors:  Wei-Qing Ren;  Yu-Ben Qu;  Chao Dong;  Yu-Qian Jing;  Hao Sun;  Qi-Hui Wu;  Song Guo
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Artificial intelligence (AI), edge intelligence (EI), distributed computing, deep neural network (DNN), collaborative inference  
Pre-training in Medical Data: A Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
Authors:  Yixuan Qiu;  Feng Lin;  Weitong Chen;  Miao Xu
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Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data