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检索条件"机构=Computer And Data Science Laboratories"
337 条 记 录,以下是181-190 订阅
排序:
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification
arXiv
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arXiv 2024年
作者: Marks, Markus Knott, Manuel Kondapaneni, Neehar Cole, Elijah Defraeye, Thijs Perez-Cruz, Fernando Perona, Pietro California Institute of Technology United States ETH Zurich Institute for Machine Learning Department of Computer Science Switzerland Swiss Data Science Center ETH Zurich and EPFL Switzerland Empa Swiss Federal Laboratories for Materials Science and Technology Switzerland Altos Labs Switzerland
Self-supervised learning (SSL) is a machine learning approach where the data itself provides supervision, eliminating the need for external labels. The model is forced to learn about the data's inherent structure ... 详细信息
来源: 评论
Machine learning of noise-resilient quantum circuits
arXiv
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arXiv 2020年
作者: Cincio, Lukasz Rudinger, Kenneth Sarovar, Mohan Coles, Patrick J. Theoretical Division MS 213 Los Alamos National Laboratory Los AlamosNM87545 United States Quantum Computer Science Sandia National Laboratories AlbuquerqueNM87185 United States Extreme-Scale Data Science and Analytics Sandia National Laboratories LivermoreCA94550 United States
Noise mitigation and reduction will be crucial for obtaining useful answers from near-term quantum computers. In this work, we present a general framework based on machine learning for reducing the impact of quantum h... 详细信息
来源: 评论
Facilitated machine learning for image-based fruit quality assessment
arXiv
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arXiv 2022年
作者: Knott, Manuel Perez-Cruz, Fernando Defraeye, Thijs Empa Swiss Federal Laboratories for Materials Science Technology Laboratory for Biomimetic Membranes and Textiles St. Gallen Switzerland Swiss Data Science Center ETH Zurich and EPFL Zurich Switzerland Institute for Machine Learning Department of Computer Science ETH Zurich Switzerland
Image-based machine learning models can be used to make the sorting and grading of agricultural products more efficient. In many regions, implementing such systems can be difficult due to the lack of centralization an... 详细信息
来源: 评论
A Proposal to Find Mutually Contributable Business or Life Activities Using Conformance Checking
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Procedia computer science 2022年 207卷 542-551页
作者: Haruhiko Kaiya Tomoya Misawa Shinpei Ogata Shinobu Saito Hiroyuki Nakagawa Hironori Takeuchi Kanagawa University Hiratsuka 259-1293 Japan Shinshu University Nagano 380-8553 Japan NTT Computer and Data Science Laboratories Tokyo 108-0023 Japan Osaka University Suita 565-0871 Japan Musashi University Tokyo 176-8534 Japan
We propose a method to comprehensively find a pair of business or life activities, which can mutually contribute to each other. We assume that the activities with synchronized processes can mutually contribute to each... 详细信息
来源: 评论
End-to-end statistical delay service under GPS and EDF scheduling: a comparison study
End-to-end statistical delay service under GPS and EDF sched...
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IEEE Annual Joint Conference: INFOCOM, IEEE computer and Communications Societies
作者: V. Sivaraman F.M. Chiussi M. Gerla Atoga Systems Fremont CA USA Data Networking Research Bell Laboratories Lucent Technologies Inc. Holmdel NJ USA Department of Computer Science University of California Los Angeles CA USA
Generalized processor sharing (GPS) has gained much popularity as a simple and effective scheduling mechanism for the provisioning of quality of service (QoS) in emerging high-speed networks. For supporting determinis... 详细信息
来源: 评论
Optimal cavity design for minimizing errors in cavity-QED-based atom-photon entangling gates with finite temporal duration
arXiv
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arXiv 2022年
作者: Utsugi, Takeru Asaoka, Rui Tokunaga, Yuuki Aoki, Takao Department of Applied Physics Waseda University 3-4-1 Okubo Shinjuku-ku Tokyo169-8555 Japan Computer & Data Science Laboratories NTT Corporation Musashino Tokyo180-8585 Japan
We investigate atom-photon entangling gates based on cavity quantum electrodynamics (QED) for a finite photon-pulse duration, where not only the photon loss but also the temporal mode-mismatch of the photon pulse beco... 详细信息
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Improving Power Allocation and Installation in WSN Using Novel Nature-Inspired Optimization for Cyber Security Applications  1
Improving Power Allocation and Installation in WSN Using Nov...
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1st Asian Conference on Communication and Networks, ASIANComNet 2024
作者: Balamurugan, K.S. Kalyani, Gedela Al-Fatlawy, Ramy Kurdi, Waleed Hadi Madhloom Alsalamy, Fatima Al-Aboudy, H.M. Manikandan, K. Karpaga Vinayaga College of Engineering and Technology Department of ECE Tamil Nadu Chengalpattu India Karpaga Vinayaga College of Engineering and Technology Big Data Analytics Tamil Nadu Chengalpattu India The Islamic University College of Technical Engineering Department of Computer Technical Engineering Najaf Iraq Altoosi University College Department of Computer Science Najaf Iraq Al-Mustaqbal University Medical Laboratories Techniques Department Hillah Iraq Mazaya University College DhiQar Department of Computer Techniques Engineering Iraq Sona College of Technology Department of Biomedical Engineering Tamil Nadu Salem India
Wireless sensor network (WSN) installation and power allocation optimization for cybersecurity purposes are difficult tasks which include a well-thought-out method that strikes a balance between goals such as the ener... 详细信息
来源: 评论
Basketball player’s value evaluation by a networks-based variant parameter hidden markov model
arXiv
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arXiv 2020年
作者: Du, Xin Cai, Weihong Liu, Jianquan Yu, Ding Xu, Kai Li, Wei Department of Computer Science College of Engineering Shantou University China Big Data Research Institute Tong Xing Technology Corporation China System Platform Research Laboratories NEC Corporation Japan Graduate School of Science and Engineering Hosei University Japan
Determining the value of basketball players through analyzing the players’ behavior is important for the managers of modern basketball teams. However, conventional methods always utilize isolated statistical data, le... 详细信息
来源: 评论
All in One: Multi-Task Prompting for Graph Neural Networks
arXiv
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arXiv 2023年
作者: Sun, Xiangguo Cheng, Hong Li, Jia Liu, Bo Guan, Jihong Department of Systems Engineering and Engineering Management Shun Hing Institute of Advanced Engineering The Chinese University of Hong Kong Hong Kong Data Science and Analytics Thrust The Hong Kong University of Science and Technology Guangzhou China School of Computer Science and Engineering Southeast University Purple Mountain Laboratories China Department of Computer Science and Technology Tongji University China
Recently, "pre-training and fine-tuning" has been adopted as a standard workflow for many graph tasks since it can take general graph knowledge to relieve the lack of graph annotations from each application.... 详细信息
来源: 评论
SmartBlock: An Approach to Standardizing In Situ Workflow Components
SmartBlock: An Approach to Standardizing In Situ Workflow Co...
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IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum (IPDPSW)
作者: Alexis Champsaur Jay Lofstead Jai Dayal Matthew Wolf Greg Eisenhauer Patrick Widener Ada Gavrilovska School of Computer Science Atlanta GA USA Scalable System Software Group Sandia National Laboratories Albuquerque NM USA Scientific Data Group Oak Ridge National Lab Oak Ridge TN USA
Multi-step scientific workflows have become prominent and powerful tools of data-driven scientific discovery. Run-time analytic techniques are now commonly used to mitigate the performance effects of using parallel fi... 详细信息
来源: 评论