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检索条件"任意字段=Lecture Notes in Computer Science"
135251 条 记 录,以下是1571-1580 订阅
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Multi-scale Value-Density Transformer with Medical Semantic Guidance for Disease Risk Prediction Based on Clinical Time Series  27th
Multi-scale Value-Density Transformer with Medical Semantic...
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27th International Conference on Pattern Recognition, ICPR 2024
作者: Xu, Jingwen Wei, Xiaoge Yuen, Pong C. Department of Computer Science Hong Kong Baptist University Hong Kong
Clinical time series are ubiquitous in healthcare for accurate disease risk prediction. The recent Transformer models have demonstrated superior performance in time series learning. However, these methods fo... 详细信息
来源: 评论
DT-UPD: User Privacy Data Protection Through Distribution Transformation in Unlearning Cloud Service  24th
DT-UPD: User Privacy Data Protection Through Distribution Tr...
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24th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2024
作者: Sun, Shouyue Wu, Feng Zhang, Yingzhi Cui, Lei Gao, Longxiang Yu, Shui Jinan China Shandong Provincial Key Laboratory of Computing Power Internet and Service Computing Shandong Fundamental Research Center for Computer Science Jinan China School of Computer Science University of Technology Sydney Ultimo Australia
Providing machine unlearning services to users in the cloud, known as Machine Unlearning as a Service (MUaaS), has become a prominent privacy protection strategy. However, existing methods primarily focus on the effec... 详细信息
来源: 评论
Multi-views Enhanced Spatio-Temporal Adaptive Transformer for Urban Traffic Prediction  27th
Multi-views Enhanced Spatio-Temporal Adaptive Transformer fo...
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27th International Conference on Pattern Recognition, ICPR 2024
作者: Lin, Jiaqi Ren, Qianqian Xu, Hui Department of Computer Science and Technology Heilongjiang University Harbin150080 China
Traffic prediction is a fundamental research problem in traffic planning and management, with wide-ranging applications. The task is challenging due to: (1) Most methods in traffic prediction emphasize short-term fore... 详细信息
来源: 评论
Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis  27th
Towards Robust Object Detection: Identifying and Removing Ba...
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27th International Conference on Pattern Recognition, ICPR 2024
作者: Zhang, Xianda Liang, Siyuan Li, Chengyang School of Computer Science Peking University Beijing China National University of Singapore Singapore Singapore College of Artificial Intelligence China University of Petroleum Beijing China
Object detection models, widely used in security-critical applications, are vulnerable to backdoor attacks that cause targeted misclassifications when triggered by specific patterns. Existing backdoor defense techniqu... 详细信息
来源: 评论
TaylorShift: Shifting the Complexity of Self-attention from Squared to Linear (and Back) Using Taylor-Softmax  27th
TaylorShift: Shifting the Complexity of Self-attention fro...
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27th International Conference on Pattern Recognition, ICPR 2024
作者: Nauen, Tobias Christian Palacio, Sebastian Dengel, Andreas Department of Computer Science RPTU Kaiserslautern-Landau Gottlieb-Daimler-Straße Kaiserslautern Germany Trippstadter Str. 122 Kaiserslautern Germany
The quadratic complexity of the attention mechanism represents one of the biggest hurdles for processing long sequences using Transformers. Current methods, relying on sparse representations or stateful recurrence, sa... 详细信息
来源: 评论
Mobile Crowdsourcing Task Assignment Algorithm Based on ConvNeXt and GRU  18th
Mobile Crowdsourcing Task Assignment Algorithm Based on Con...
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18th International Conference on Wireless Artificial Intelligent Computing Systems and Applications, WASA 2024
作者: Fan, Zequn Pan, Qingxian Gao, Zhaolong Luan, Peng Wei, Kai Li, Jinru School of Computer and Control Engineering Yantai University Yantai264005 China Yantai Institute of Technology Yantai264005 China Yantaishan Hospital Shandong Province Yantai264003 China
Task assignment is a crucial aspect of mobile crowdsourcing research. The focus is on allocating appropriate perceptual tasks based on task and worker characteristics to optimize perceptual quality. Tasks arrive dynam... 详细信息
来源: 评论
Normative Modeling with Focal Loss and Adversarial Autoencoders for Alzheimer’s Disease Diagnosis and Biomarker Identification  3rd
Normative Modeling with Focal Loss and Adversarial Autoenc...
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3rd International Workshop on Applications of Medical Artificial Intelligence, AMAI 2024 held in conjunction with the 27th International Conference on Medical Image Computing and computer Assisted Intervention, MICCAI 2024
作者: Zhao, Songlin Zhou, Rong Zhang, Yu Chen, Yong He, Lifang Department of Computer Science and Engineering Lehigh University BethlehemPA United States Department of Bioengineering Lehigh University BethlehemPA United States Department of Biostatistics Epidemiology and Informatics University of Pennsylvania PhiladelphiaPA United States
In this paper, we introduce a novel normative modeling approach that incorporates focal loss and adversarial autoencoders (FAAE) for Alzheimer’s Disease (AD) diagnosis and biomarker identification. Our method is an e... 详细信息
来源: 评论
Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-Views  1st
Bilateral Hippocampi Segmentation in Low Field MRIs Using M...
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1st MICCAI Challenge on Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance, LISA 2024, held in Conjunction with Medical Image Computing and computer Assisted Intervention Conference, MICCAI 2024
作者: Peiris, Himashi Chen, Zhaolin Department of Data Science and AI Faculty of IT Monash University Melbourne Australia Monash University Melbourne Australia
Accurate hippocampus segmentation in brain MRI is critical for studying cognitive and memory functions and diagnosing neurodevelopmental disorders. While high-field MRIs provide detailed imaging, low-field MRIs are mo... 详细信息
来源: 评论
Computational Tumor Progression Analysis via Seriation Based Trajectory Inference  12th
Computational Tumor Progression Analysis via Seriation Base...
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12th International Conference on Computational Advances in Bio and Medical sciences, ICCABS 2023
作者: Moussa, Marmar R. Street, Charles H. Boddeda, Sriram School of Computer Science University of Oklahoma NormanOK United States
Precise lineage or evolution path determination play a crucial role in discerning the dynamic developmental or temporal progression patterns observed in single cell RNA-Seq data. In this work, we present a novel compu... 详细信息
来源: 评论
Stable Single-View 3D Human Digitization via Explicit Geometric Field with Semantic Guidance  17th
Stable Single-View 3D Human Digitization via Explicit Geome...
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17th Asian Conference on computer Vision, ACCV 2024
作者: Liu, Ruizhi Remagnino, Paolo Department of Computer Science Durham University Durham United Kingdom
We propose a novel single-view human body 3D reconstruction framework guided by the semantic field. We argue that the full visibility of 2D human shape and the alignment between geometric and semantic features are vit... 详细信息
来源: 评论