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| 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:12/2  |  提交时间:2024/04/23 Visual object tracking long-term tracking short-term tracking re-detection online update |
| Causal Reasoning Meets Visual Representation Learning: A Prospective Study 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 485-511 作者: Yang Liu; Yu-Shen Wei; Hong Yan; Guan-Bin Li; Liang Lin Adobe PDF(3224Kb)  |  收藏  |  浏览/下载:14/2  |  提交时间:2024/04/23 Causal reasoning visual representation learning reliable artificial intelligence spatial-temporal data multi-modal analysis |
| 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:23/5  |  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 |
| Dense Face Network: A Dense Face Detector Based on Global Context and Visual Attention Mechanism 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 247-256 作者: Lin Song; Jin-Fu Yang; Qing-Zhen Shang; Ming-Ai Li Adobe PDF(1569Kb)  |  收藏  |  浏览/下载:10/4  |  提交时间:2024/04/23 |
| 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:10/2  |  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:3/2  |  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:22/10  |  提交时间:2024/04/23 Face detection global context attention mechanism computer vision deep learning |
| 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:17/7  |  提交时间:2024/04/23 Pedestrian attribute recognition surveillance scenarios view-attribute attention mechanism localization |
| 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:20/7  |  提交时间:2024/04/23 Convolutional neural networks (CNNs) group equivariance higher-degree weight sharing parameter efficiency |
| 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:183/46  |  提交时间:2023/01/17 |