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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  
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 Global Context in Crowd Counting 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 640-651
Authors:  Guolei Sun;   Yun Liu;   Thomas Probst;   Danda Pani Paudel;  Nikola Popovic;   Luc Van Gool
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Crowd counting  vision transformer  global context  attention  density map  
Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1819-1835
Authors:  Kangjia Qiao;  Jing Liang;  Kunjie Yu;  Xuanxuan Ban;  Caitong Yue;  Boyang Qu;  Ponnuthurai Nagaratnam Suganthan
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Constrained multi-objective optimization (CMOPs)  evolutionary multitasking  knowledge transfer  single constraint  
Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning 期刊
创刊日期: 2018,
Sponsors:  Liu BY(刘博寅)
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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  
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  
基于多模态表征学习与融合的情感识别研究 学位论文
, 2024
Authors:  孙立才
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情感识别  表征学习  自监督学习  多模态融合  注意力机制  
基于视觉-语言引导的机器人导航研究 学位论文
, 2024
Authors:  何科技
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视觉语言导航、数据稀缺、时序信息挖掘噪声、跨模态对齐、异常行为