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| 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:25/4  |  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:27/8  |  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:26/8  |  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:28/10  |  提交时间:2024/07/18 Video salient object detection background consistency analysis weakly supervised learning long-term information background shift |
| Autonomy Evaluation of Unmanned Systems Based on Task Models 期刊论文 Machine Intelligence Research, 2024, 页码: 1-16 作者: Yi Zou; Zehao Ni; Xun Lei; Chi Zhang Adobe PDF(1801Kb)  |  收藏  |  浏览/下载:48/16  |  提交时间:2024/06/27 |
| Latent Landmark Graph for Efficient Exploration-Exploitation Balance in Hierarchical Reinforcement Learning 期刊论文 Machine Intelligence Research, 2023, 页码: 158 作者: Zhang Qingyang; Zhang Hongming; Xing Dengpeng; Bo Xu Adobe PDF(9639Kb)  |  收藏  |  浏览/下载:29/13  |  提交时间:2024/06/25 |
| A Survey of Recent Advances in Commonsense Knowledge Acquisition: Methods and Resources 期刊论文 Machine Intelligence Research, 2024, 页码: 1 作者: Wang, Chenhao; Li, Jiachun; Chen, Yubo; Liu, Kang; Zhao, Jun Adobe PDF(1228Kb)  |  收藏  |  浏览/下载:33/8  |  提交时间:2024/06/25 |
| GraphFM: Graph Factorization Machines for Feature Interaction Modeling 期刊论文 Machine Intelligence Research, 2024, 页码: 1 作者: Shu Wu; Zekun Li; Yunyue Su; Zeyu Cui; Xiaoyu Zhang; Liang Wang Adobe PDF(7938Kb)  |  收藏  |  浏览/下载:44/11  |  提交时间:2024/06/21 |
| Improving Multi-Task GNNs for Molecular Property Prediction via Missing Label Imputation 期刊论文 Machine Intelligence Research, 2023, 页码: 1-31 作者: Fenyu Hu; Dingshuo Chen; Qiang Liu; Shu Wu Adobe PDF(5659Kb)  |  收藏  |  浏览/下载:46/17  |  提交时间:2024/06/21 |