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YOLOP: You Only Look Once for Panoptic Driving Perception 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 550-562
作者:  Dong Wu;  Man-Wen Liao;  Wei-Tian Zhang;  Xing-Gang Wang;  Xiang Bai;  Wen-Qing Cheng;  Wen-Yu Liu
Adobe PDF(4313Kb)  |  收藏  |  浏览/下载：47/8  |  提交时间：2024/04/23
Driving perception  multitask learning  traffic object detection  drivable area segmentation  lane detection  
Long-term Visual Tracking: Review and Experimental Comparison 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 512-530
作者:  Chang Liu;  Xiao-Fan Chen;  Chun-Juan Bo;  Dong Wang
Adobe PDF(7769Kb)  |  收藏  |  浏览/下载：51/9  |  提交时间：2024/04/23
Visual object tracking  long-term tracking  short-term tracking  re-detection  online update  
Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411
作者:  Yang Wu;  Ding-Heng Wang;  Xiao-Tong Lu;  Fan Yang;  Man Yao;  Wei-Sheng Dong;  Jian-Bo Shi;  Guo-Qi Li
Adobe PDF(6780Kb)  |  收藏  |  浏览/下载：49/8  |  提交时间：2024/04/23
Visual recognition  deep neural networks (DNNS)  brain-inspired methodologies  network compression  dynamic inference  survey  
TwinNet: Twin Structured Knowledge Transfer Network for Weakly Supervised Action Localization 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 227-246
作者:  Xiao-Yu Zhang;  Hai-Chao Shi;  Chang-Sheng Li;  Li-Xin Duan
Adobe PDF(3616Kb)  |  收藏  |  浏览/下载：43/12  |  提交时间：2024/04/23
Knowledge transfer  weakly supervised learning  self-attention mechanism  representation learning  action localization  
Pedestrian Attribute Recognition in Video Surveillance Scenarios Based on View-attribute Attention Localization 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 153-168
作者:  Wei-Chen Chen;  Xin-Yi Yu;  Lin-Lin Ou
Adobe PDF(1639Kb)  |  收藏  |  浏览/下载：56/22  |  提交时间：2024/04/23
Pedestrian attribute recognition  surveillance scenarios  view-attribute  attention mechanism  localization  
Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 127-137
作者:  Emanuele De Santis;  Alessandro Giuseppi;  Antonio Pietrabissa;  Michael Capponi;  Francesco Delli Priscoli
Adobe PDF(1513Kb)  |  收藏  |  浏览/下载：41/13  |  提交时间：2024/04/23
Network selection  HetNet  deep reinforcement learning  deep-Q-network (DQN)  5G communications  
Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126
作者:  Zhiqiang Chen;  Ting-Bing Xu;  Jinpeng Li;  Huiguang He
Adobe PDF(1272Kb)  |  收藏  |  浏览/下载：72/27  |  提交时间：2024/04/23
Convolutional neural networks (CNNs)  group equivariance  higher-degree weight sharing  parameter efficiency  
A Framework for Distributed Semi-supervised Learning Using Single-layer Feedforward Networks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 63-74
作者:  Jin Xie;  San-Yang Liu;  Jia-Xi Chen
Adobe PDF(1245Kb)  |  收藏  |  浏览/下载：51/23  |  提交时间：2024/04/23
Distributed learning (DL)  semi-supervised learning (SSL)  manifold regularization (MR)  single layer feed-forward neural network (SLFNN)  privacy preserving  
Multi-dimensional Classification via Selective Feature Augmentation 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 38-51
作者:  Bin-Bin Jia;  Min-Ling Zhang
Adobe PDF(1015Kb)  |  收藏  |  浏览/下载：56/19  |  提交时间：2024/04/23
Machine learning  multi-dimensional classification  feature augmentation  feature selection  class dependencies  
Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126
作者:  Zhiqiang Chen;  Ting-Bing Xu;  Jinpeng Li;  Huiguang He
Adobe PDF(978Kb)  |  收藏  |  浏览/下载：219/58  |  提交时间：2023/01/17