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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.  
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  
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  
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
Authors:  Ge-Peng Ji;  Jing Zhang;  Dylan Campbell;  Huan Xiong;  Nick Barnes
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Polyp segmentation  anomaly segmentation  out-of-distribution segmentation  masked autoencoder  abdomen  
The First Five Years of a Phase Theory for Complex Systems and Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1728-1743
Authors:  Dan Wang;  Wei Chen;  Li Qiu
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Consensus and synchronization  matrix phases  multi-agent systems  phase theory  sectored real lemma  small phase theorem  
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  
面向视觉-语言的跨模态预训练与匹配方法研究 学位论文
, 2024
Authors:  chen yuxin
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视觉语言匹配  图像文本预训练  知识蒸馏  双向匹配评估  令牌合并  
Altered large-scale dynamic connectivity patterns in Alzheimer's disease and mild cognitive impairment patients: A machine learning study 期刊论文
Huamn Brian Mapping, 2023, 卷号: 44, 期号: 9, 页码: 3467-3480
Authors:  Rixing Jing;  Pindong Chen;  Yongbin Wei;  Juanning Si;  Yuying Zhou;  Dawei Wang;  Chengyuan Song;  Hongwei Yang;  Zengqiang Zhang;  Hongxiang Yao;  Xiaopeng Kang;  Lingzhong Fan;  Tong Han;  Wen Qin;  Bo Zhou;  Tianzi Jiang;  Jie Lu;  Ying Han;  Xi Zhang;  Bing Liu;  Chunshui Yu;  Pan Wang;  Yong Liu
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CGNN: A Compatibility-aware Graph Neural Network for Social Media Bot Detection 期刊论文
IEEE Transactions on Computational Social System, 2024, 页码: Early Access
Authors:  Huang, Haitao;  Tian, Hu;  Zheng, Xiaolong;  Zhang, Xingwei;  Zeng, Dajun;  Wang, Feiyue
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graph neural network  heterogeneous compatibility  social media bot detection  
Memory-Adaptive Vision-and-Language Navigation 期刊论文
Pattern Recognition, 2024, 卷号: 153, 页码: 110511
Authors:  Keji He;  Ya Jing;  Yan Huang;  Zhihe Lu;  Dong An;  Liang Wang
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Vision-and-Language Navigation  Memory bank  History noises  Memory-Adaptive Model