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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：51/9 | 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：58/11 | 提交时间：2024/04/23
Visual object tracking long-term tracking short-term tracking re-detection online update |
| EEG-based Emotion Recognition Using Multiple Kernel Learning 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 472-484
作者: Qian Cai; Guo-Chong Cui; Hai-Xian Wang
Adobe PDF(1939Kb) | 收藏 | 浏览/下载：53/19 | 提交时间：2024/04/23
Emotion recognition electroencephalography (EEG) multiple kernel learning machine learning brain computer interface |
| Denoised Internal Models: A Brain-inspired Autoencoder Against Adversarial Attacks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 456-471
作者: Kai-Yuan Liu; Xing-Yu Li; Yu-Rui Lai; Hang Su; Jia-Chen Wang; Chun-Xu Guo; Hong Xie; Ji-Song Guan; Yi Zhou
Adobe PDF(3203Kb) | 收藏 | 浏览/下载：54/9 | 提交时间：2024/04/23
Brain-inspired learning autoencoder robustness adversarial attack generative model |
| Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者: Qiongyi Zhou ; Changde Du; Huiguang He
Adobe PDF(7698Kb) | 收藏 | 浏览/下载：61/12 | 提交时间：2024/04/23
Convolutional neural network (CNN) vision transformer (ViT) multi-modal networks spatial-temporal networks visual neural encoding brain-like neural networks |
| 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：54/9 | 提交时间：2024/04/23
Visual recognition deep neural networks (DNNS) brain-inspired methodologies network compression dynamic inference survey |
| A Novel Attention-based Global and Local Information Fusion Neural Network for Group Recommendation 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 331-346
作者: Song Zhang; Nan Zheng; Dan-Li Wang
Adobe PDF(1317Kb) | 收藏 | 浏览/下载：40/19 | 提交时间：2024/04/23
Group recommendation attentive neural network (ANN) global information local information recommender system |
| 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：46/13 | 提交时间：2024/04/23
Knowledge transfer weakly supervised learning self-attention mechanism representation learning action localization |
| Towards Interpretable Defense Against Adversarial Attacks via Causal Inference 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 209-226
作者: Min Ren; Yun-Long Wang; Zhao-Feng He
Adobe PDF(5143Kb) | 收藏 | 浏览/下载：55/16 | 提交时间：2024/04/23
Adversarial sample adversarial defense causal inference interpretable machine learning transformers |
| Paradigm Shift in Natural Language Processing 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 169-183
作者: Tian-Xiang Sun; Xiang-Yang Liu; Xi-Peng Qiu; Xuan-Jing Huang
Adobe PDF(1449Kb) | 收藏 | 浏览/下载：63/17 | 提交时间：2024/04/23
Face detection global context attention mechanism computer vision deep learning |
