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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:21/9  |  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:23/4  |  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:24/7  |  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:22/7  |  提交时间:2024/07/18 End-to-end text spotting arbitrarily-shaped texts transformer mixed supervision multitask modeling |
| 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:31/11  |  提交时间:2024/07/18 Vision transformer hierarchical attention global attention local attention scene understanding |
| 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:20/7  |  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:16/7  |  提交时间:2024/07/18 Polyp segmentation anomaly segmentation out-of-distribution segmentation masked autoencoder abdomen |
| 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:11/4  |  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:11/7  |  提交时间:2024/07/18 |
| 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:46/15  |  提交时间:2024/06/27 |