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| Evolutionary Multi/Many-Objective Optimisation via Bilevel Decomposition 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1973-1986 作者: Shouyong Jiang; Jinglei Guo; Yong Wang; Shengxiang Yang
Adobe PDF(3261Kb)  |   收藏  |  浏览/下载:12/5  |  提交时间:2024/08/09 Bilevel decomposition evolutionary algorithm many-objective optimisation multi-objective optimisation |
| Cognitive Navigation for Intelligent Mobile Robots: A Learning-Based Approach With Topological Memory Configuration 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1933-1943 作者: Qiming Liu; Xinru Cui; Zhe Liu; Hesheng Wang
Adobe PDF(10608Kb)  |   收藏  |  浏览/下载:3/2  |  提交时间:2024/08/09 Graph neural networks (GNNs) spatial memory topological map visual navigation |
| 非平衡数据流在线主动学习方法 期刊论文 自动化学报, 2024, 卷号: 50, 期号: 7, 页码: 1389-1401 作者: 李艳红; 任霖; 王素格; 李德玉
Adobe PDF(3133Kb)  |   收藏  |  浏览/下载:31/11  |  提交时间:2024/07/25 主动学习 数据流分类 多类非平衡 概念漂移 |
| 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. |
| Toward Human-centered XAI in Practice: A survey 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770 作者: Xiangwei Kong; Shujie Liu; Luhao Zhu
Adobe PDF(1550Kb)  |   收藏  |  浏览/下载:28/4  |  提交时间:2024/07/18 Artificial intelligence (AI) application explainable AI (XAI) human-centered design visual computing medical diagnosis |
| 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 |
| 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:22/5  |  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:24/9  |  提交时间:2024/07/18 Crowd counting vision transformer global context attention density map |
| Rethinking Polyp Segmentation from An Out-ofdistribution Perspective 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 631-639 作者: Ge-Peng Ji; Jing Zhang; Dylan Campbell; Huan Xiong; Nick Barnes
Adobe PDF(2420Kb)  |   收藏  |  浏览/下载:20/8  |  提交时间:2024/07/18 Polyp segmentation anomaly segmentation out-of-distribution segmentation masked autoencoder abdomen |