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| Regional Multi-Agent Cooperative Reinforcement Learning for City-Level Traffic Grid Signal Control 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1987-1998 作者: Yisha Li; Ya Zhang; Xinde Li; Changyin Sun
Adobe PDF(4383Kb)  |   收藏  |  浏览/下载:7/1  |  提交时间:2024/08/09 Human-machine cooperation mixed domain attention mechanism multi-agent reinforcement learning spatio-temporal feature traffic signal control |
| MGML: Momentum Group Meta-Learning for Few-Shot Image Classification 期刊论文 Neurocomputing, 2022, 页码: 351-361 作者: Zhu XM(朱晓萌) ; Li SX(李书晓)![](/image/person.jpg)
Adobe PDF(1801Kb)  |   收藏  |  浏览/下载:45/10  |  提交时间:2024/07/30 Few-shot learning Meta-learning Ensemble model Adaptive momentum update rule |
| 基于最大−最小策略的纵向联邦学习隐私保护方法 期刊论文 自动化学报, 2024, 卷号: 50, 期号: 7, 页码: 1373-1388 作者: 李荣昌; 刘涛; 郑海斌; 陈晋音; 刘振广; 纪守领
Adobe PDF(3719Kb)  |   收藏  |  浏览/下载:24/13  |  提交时间:2024/07/25 纵向联邦学习 属性推断攻击 隐私保护 最大−最小策略 工业互联网 |
| 基于计算机视觉的工业金属表面缺陷检测综述 期刊论文 自动化学报, 2024, 卷号: 50, 期号: 7, 页码: 1261-1283 作者: 伍麟; 郝鸿宇; 宋友
Adobe PDF(25552Kb)  |   收藏  |  浏览/下载:14/6  |  提交时间:2024/07/25 表面缺陷检测 计算机视觉 金属表面缺陷 自动化检测 |
| Learning Top-K Subtask Planning Tree Based on Discriminative Representation Pretraining for Decision-making 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 782-800 作者: Jingqing Ruan; Kaishen Wang; Qingyang Zhang; Dengpeng Xing; Bo Xu
Adobe PDF(4577Kb)  |   收藏  |  浏览/下载:27/12  |  提交时间:2024/07/18 Reinforcement learning representation learning subtask planning task decomposition pretraining. |
| 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:28/8  |  提交时间:2024/07/18 Model interpretability and transparency explainable AI game theory interaction deep learning |
| TextFormer: A Query-based End-to-end Text Spotter with Mixed Supervision 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 704-717 作者: Yukun Zhai; Xiaoqiang Zhang; Xiameng Qin; Sanyuan Zhao; Xingping Dong; Jianbing Shen
Adobe PDF(2312Kb)  |   收藏  |  浏览/下载:29/10  |  提交时间:2024/07/18 End-to-end text spotting arbitrarily-shaped texts transformer mixed supervision multitask modeling |
| A Novel Divide and Conquer Solution for Long-term Video Salient Object Detection 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 684-703 作者: Yun-Xiao Li; Cheng-Li-Zhao Chen; Shuai Li; Ai-Min Hao; Hong Qin
Adobe PDF(6454Kb)  |   收藏  |  浏览/下载:30/10  |  提交时间:2024/07/18 Video salient object detection background consistency analysis weakly supervised learning long-term information background shift |
| Statistical Process Monitoring Based on Ensemble Structure Analysis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1889-1891 作者: Likang Shi; Chudong Tong; Ting Lan; Xuhua Shi
Adobe PDF(624Kb)  |   收藏  |  浏览/下载:31/12  |  提交时间:2024/07/16 |
| A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1777-1785 作者: Xiaofeng Yuan; Weiwei Xu; Yalin Wang; Chunhua Yang; Weihua Gui
Adobe PDF(1400Kb)  |   收藏  |  浏览/下载:26/11  |  提交时间:2024/07/16 Deep residual partial least squares (DRPLS) nonlinear function quality prediction soft sensor |