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| A Deep Model for Partial Multi-label Image Classification with Curriculum-based Disambiguation 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 801-814 作者: Feng Sun; Ming-Kun Xie; Sheng-Jun Huang
Adobe PDF(1337Kb)  |   收藏  |  浏览/下载:22/7  |  提交时间:2024/07/18 Partial multi-label image classification curriculum-based disambiguation consistency regularization label difficulty candidate label set. |
| Interpretability of Neural Networks Based on Game-theoretic Interactions 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 718-739 作者: Huilin Zhou; Jie Ren; Huiqi Deng; Xu Cheng; Jinpeng Zhang ; Quanshi Zhang
Adobe PDF(2984Kb)  |   收藏  |  浏览/下载:11/3  |  提交时间:2024/07/18 Model interpretability and transparency explainable AI game theory interaction deep learning |
| Vision Transformers with Hierarchical Attention 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 670-683 作者: Yun Liu; Yu-Huan Wu; Guolei Sun; Le Zhang; Ajad Chhatkuli; Luc Van Gool
Adobe PDF(1358Kb)  |   收藏  |  浏览/下载:19/6  |  提交时间:2024/07/18 Vision transformer hierarchical attention global attention local attention scene understanding |
| Towards Domain-agnostic Depth Completion 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 652-669 作者: Guangkai Xu; Wei Yin; Jianming Zhang; Oliver Wang; Simon Niklaus; Simon Chen; Jia-Wang Bian
Adobe PDF(17196Kb)  |   收藏  |  浏览/下载:9/2  |  提交时间:2024/07/18 Monocular depth estimation depth completion zero-shot generalization scene reconstruction neural network |
| Rethinking Global Context in Crowd Counting 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 640-651 作者: Guolei Sun; Yun Liu; Thomas Probst; Danda Pani Paudel; Nikola Popovic; Luc Van Gool
Adobe PDF(2388Kb)  |   收藏  |  浏览/下载:11/4  |  提交时间:2024/07/18 Crowd counting vision transformer global context attention density map |
| Segment Anything Is Not Always Perfect: An Investigationof SAM on Different Real-world Applications 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 617-630 作者: Wei Ji; Jingjing Li; Qi Bi; Tingwei Liu; Wenbo Li ; Li Cheng
Adobe PDF(11623Kb)  |   收藏  |  浏览/下载:4/2  |  提交时间:2024/07/18 Segment anything model (SAM) visual perception segmentation foundational model computer vision |
| Editorial for Special Issue on Multi-modal Representation Learning 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 615-616 作者: Deng-Ping Fan; Nick Barnes; Ming-Ming Cheng; Luc Van Gool
Adobe PDF(756Kb)  |   收藏  |  浏览/下载:5/3  |  提交时间:2024/07/18 |
| 基于表征学习的离线强化学习方法研究综述 期刊论文 自动化学报, 2024, 卷号: 50, 期号: 6, 页码: 1104-1128 作者: 王雪松; 王荣荣; 程玉虎
Adobe PDF(3333Kb)  |   收藏  |  浏览/下载:15/10  |  提交时间:2024/07/02 强化学习 离线强化学习 表征学习 历史经验数据 分布偏移 |
| A LiDAR Point Clouds Dataset of Ships in a Maritime Environment 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1681-1694 作者: Qiuyu Zhang; Lipeng Wang; Hao Meng; Wen Zhang; Genghua Huang
Adobe PDF(10728Kb)  |   收藏  |  浏览/下载:51/21  |  提交时间:2024/06/07 3D point clouds dataset dynamic tail wave fog simulation rainy simulation simulated data |
| Finite-Time Stabilization for Constrained Discrete-time Systems by Using Model Predictive Control 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1656-1666 作者: Bing Zhu; Xiaozhuoer Yuan; Li Dai; Zhiwen Qiang
Adobe PDF(1749Kb)  |   收藏  |  浏览/下载:53/21  |  提交时间:2024/06/07 Constraints deadbeat control finite-time stabilization model predictive control (MPC) |