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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
Authors:  Jingqing Ruan;   Kaishen Wang;   Qingyang Zhang;   Dengpeng Xing;   Bo Xu
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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
Authors:  Xiangwei Kong;  Shujie Liu;  Luhao Zhu
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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
Authors:  Huilin Zhou;   Jie Ren;   Huiqi Deng;   Xu Cheng;  Jinpeng Zhang;   Quanshi Zhang
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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
Authors:  Yukun Zhai;   Xiaoqiang Zhang;   Xiameng Qin;   Sanyuan Zhao;  Xingping Dong;   Jianbing Shen
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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
Authors:  Yun-Xiao Li;  Cheng-Li-Zhao Chen;   Shuai Li;   Ai-Min Hao;  Hong Qin
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Video salient object detection  background consistency analysis  weakly supervised learning  long-term information  background shift  
Vision Transformers with Hierarchical Attention 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 670-683
Authors:  Yun Liu;   Yu-Huan Wu;   Guolei Sun;    Le Zhang;  Ajad Chhatkuli;   Luc Van Gool
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Vision transformer  hierarchical attention  global attention  local attention  scene understanding  
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
Authors:  Wei Ji;   Jingjing Li;   Qi Bi;   Tingwei Liu;  Wenbo Li;   Li Cheng
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Segment anything model (SAM)  visual perception  segmentation  foundational model  computer vision  
Privacy Protection for Blockchain-Based Healthcare IoT Systems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1757-1776
Authors:  Minfeng Qi;  Ziyuan Wang;  Qing-Long Han;  Jun Zhang;  Shiping Chen;  Yang Xiang
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Blockchain  internet of healthcare things (IoHT)  privacy-preserving techniques (PPTs)  
基于深度强化学习的足球智能体球员策略方法研究 学位论文
, 2024
Authors:  刘博寅
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足球  多智能体系统  深度强化学习  互信息  内在激励  预训练  
标注受限的光学遥感图像目标检测模型与算法研究 学位论文
, 2024
Authors:  任至达
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光学遥感图像目标检测  标注受限  弱监督学习  显著性检测  特征增强