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检索条件"机构=Key Laboratory of Data Protection and Intelligent Management"
268 条 记 录,以下是111-120 订阅
DPP-Net: Difficulty Perception-Processing Heterogeneous Network for Semi-supervised Medical Image Segmentation
DPP-Net: Difficulty Perception-Processing Heterogeneous Netw...
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IEEE International Conference on Multimedia and Expo (ICME)
作者: Qiqin Lin Weixing Xie Rongzhou Zhou Xianpeng Cao Jingze Chen Junfeng Yao Qingqi Hong Center for Digital Media Computing School of Film Xiamen University Xiamen China National Institute for Data Science in Health and Medicine Xiamen University School of Informatics Xiamen University Xiamen China Key Laboratory of Digital Protection and Intelligent Processing of Intangible Cultural Heritage of Fujian and Taiwan Ministry of Culture and Tourism
In semi-supervised medical image segmentation, the scarcity of labeled data makes models prone to learning bias, causing persistent errors in certain regions and eventual over-fitting, significantly impacting segmenta... 详细信息
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Multiview Subgraph Neural Networks: Self-Supervised Learning With Scarce Labeled data
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IEEE Transactions on Neural Networks and Learning Systems 2024年 第6期36卷 11548-11561页
作者: Zhenzhong Wang Qingyuan Zeng Wanyu Lin Min Jiang Kay Chen Tan Department of Computing The Hong Kong Polytechnic University Hong Kong SAR China Department of Artificial Intelligence Key Laboratory of Multimedia Trusted Perception and Efficient Computing Ministry of Education of China Key Laboratory of Digital Protection and Intelligent Processing of Intangible Cultural Heritage of Fujian and Taiwan Ministry of Culture and Tourism School of Informatics Xiamen University Xiamen Fujian China Department of Computing Department of Data Science and Artificial Intelligence The Hong Kong Polytechnic University Hong Kong SAR China Department of Data Science and Artificial Intelligence The Hong Kong Polytechnic University Hong Kong SAR China
While graph neural networks (GNNs) have become the de facto standard for graph-based node classification, they impose a strong assumption on the availability of sufficient labeled samples. This assumption restricts th... 详细信息
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Hyperspectral super-resolution via nonlinear unmixing
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Information Fusion 2025年 123卷
作者: Qingke Zou Jie Zhou Mingjie Luo College of Mathematics Sichuan University Chengdu 610064 Sichuan China Key Laboratory of Data Protection and Intelligent Management (Sichuan University) Ministry of Education Chengdu 610065 China
Fusing a hyperspectral image (HSI) with a multispectral image (MSI) to produce a super-resolution image (SRI) that possesses both fine spatial and spectral resolutions is a widely adopted technique in hyperspectral su...
来源: 评论
S2CCT: Self-Supervised Collaborative CNN-Transformer for Few-shot Medical Image Segmentation
S2CCT: Self-Supervised Collaborative CNN-Transformer for Few...
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IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Rongzhou Zhou Ziqi Shu Weixing Xie Junfeng Yao Qingqi Hong Center for Digital Media Computing School of Film School of Informatics Xiamen University Xiamen China National Institute for Data Science in Health and Medicine Xiamen University Key Laboratory of Digital Protection and Intelligent Processing of Intangible Cultural Heritage of Fujian and Taiwan Ministry of Culture and Tourism Institute of Artificial Intelligence Xiamen University Xiamen China
Self-supervised pre-training followed by fine-tuning is a potent paradigm for few-shot learning, leveraging extensive unlabeled data with remarkable efficacy. Current self-supervised methods often lean towards Vision ... 详细信息
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RESEARCH ON THE REWARDS AND PUNISHMENTS OF URBAN SEWAGE TREATMENT UNDER THE UNCERTAINTY THEORY
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UPB Scientific Bulletin, Series A: Applied Mathematics and Physics 2024年 第3期86卷 111-124页
作者: Ruixi, Yuan Lin, Zhang Li, Cun-Lin Masron, Tajul Ariffin Yang, Bao-Jun School of management North Minzu University Yinchuan750021 China Universiti Sains Malaysia Pinang 13500 Malaysia School of Mathematics and Information Science Guangzhou University Guangzhou510006 China School of Management The Key Laboratory of Intelligent Information and Big Data Processing of NingXia North Minzu University Yinchuan750021 China School of Management Universiti Sains Malaysia Pinang 13500 Malaysia School of Business Northinzu University Yinchuan750021 China
This paper fills a gap in urban sewage treatment decision-making by exploring reward and punishment mechanisms within the uncertainty theory framework. Addressing challenges in characterizing sewage treatment capacity... 详细信息
来源: 评论
Suppress content shift: better diffusion features via off-the-shelf generation techniques  24
Suppress content shift: better diffusion features via off-th...
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Proceedings of the 38th International Conference on Neural Information Processing Systems
作者: Benyuan Meng Qianqian Xu Zitai Wang Zhiyong Yang Xiaochun Cao Qingming Huang Institute of Information Engineering CAS and School of Cyber Security University of Chinese Academy of Sciences Key Lab. of Intelligent Information Processing Institute of Computing Technology CAS and Peng Cheng Laboratory Key Lab. of Intelligent Information Processing Institute of Computing Technology CAS School of Computer Science and Tech. University of Chinese Academy of Sciences School of Cyber Science and Tech. Shenzhen Campus of Sun Yat-sen University School of Computer Science and Tech. University of Chinese Academy of Sciences and Key Lab. of Intelligent Information Processing Institute of Computing Technology CAS and Key Laboratory of Big Data Mining and Knowledge Management CAS
Diffusion models are powerful generative models, and this capability can also be applied to discrimination. The inner activations of a pre-trained diffusion model can serve as features for discriminative tasks, namely...
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Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization
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IEEE Transactions on Evolutionary Computation 2024年 1-1页
作者: Wang, Zhenzhong Xu, Dejun Jiang, Min Tan, Kay Chen Department of Computing The Hong Kong Polytechnic University Hong Kong P.R. China Department of Artificial Intelligence Key Laboratory of Multimedia Trusted Perception and Efficient Computing Ministry of Education of China Key Laboratory of Digital Protection and Intelligent Processing of Intangible Cultural Heritage of Fujian and Taiwan Ministry of Culture and Tourism School of Informatics Xiamen University Xiamen Fujian China Department of Data Science and Artificial Intelligence The Hong Kong Polytechnic University Hong Kong P.R. China
Dynamic Constrained Multiobjective Optimization Problems (DCMOPs) are characterized by multiple conflicting optimization objectives and constraints that vary over time. The presence of both dynamism and constraints un... 详细信息
来源: 评论
Probabilistic Electricity Price Forecasting and Uncertainty Estimation Using Deep Bayesian Model with Multi-Distribution Fusion
SSRN
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SSRN 2024年
作者: Shao, Zhen Han, Yating Fu, Chao Zha, Jianrui Yang, Shanlin School of Management Hefei University of Technology Hefei230009 China Key Laboratory of Process Optimization and Intelligent Decision-making Ministry of Education Anhui Hefei230009 China Philosophy and Social Sciences Laboratory of Data Science and Smart Society Governance Hefei University of Technology Ministry of Education Hefei230009 China Ministry of Education Engineering Research Center for Intelligent Decision-Making & Information System Technologies Hefei230009 China
Probabilistic electricity price forecasting (EPF) is paramount for stakeholder scheduling and trading in deregulated energy markets. However, during the process of establishing a probability prediction model, the cons... 详细信息
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Learning Unified Embeddings for Recommendation via Meta-path Semantics  21
Learning Unified Embeddings for Recommendation via Meta-path...
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29th ACM International Conference on Multimedia, MM 2021
作者: Hao, Qianxiu Xu, Qianqian Yang, Zhiyong Huang, Qingming Key Laboratory of Intelligent Information Processing Institute of Computing Technology CAS Beijing China School of Computer Science and Technology University of Chinese Academy of Sciences Beijing China Key Laboratory of Big Data Mining and Knowledge Management Chinese Academy of Sciences Beijing China Artificial Intelligence Research Center Peng Cheng Laboratory Shenzhen China
Heterogeneous information networks (HINs) have become a popular tool to capture complicated user-item relationships in recommendation problems in recent years. As a typical instantiation of HINs, meta-path is introduc... 详细信息
来源: 评论
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models
arXiv
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arXiv 2024年
作者: Chen, Changyu Wang, Xiting Lin, Ting-En Lv, Ang Wu, Yuchuan Gao, Xin Wen, Ji-Rong Yan, Rui Li, Yongbin Beijing Key Laboratory of Big Data Management and Analysis Methods Gaoling School of Artificial Intelligence Renmin University of China China Alibaba Group China Engineering Research Center of Next-Generation Intelligent Search and Recommendation Ministry of Education China Computational Bioscience Research Center KAUST Saudi Arabia
In reasoning tasks, even a minor error can cascade into inaccurate results, leading to suboptimal performance of large language models in such domains. Earlier fine-tuning approaches sought to mitigate this by leverag... 详细信息
来源: 评论