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检索条件"机构=Unit for Data Science and Computing School of Computer Science and Information"
1385 条 记 录,以下是701-710 订阅
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A GPT-4 Reticular Chemist for Guiding MOF Discovery
arXiv
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arXiv 2023年
作者: Zheng, Zhiling Rong, Zichao Rampal, Nakul Borgs, Christian Chayes, Jennifer T. Yaghi, Omar M. Department of Chemistry Kavli Energy Nanoscience Institute Bakar Institute of Digital Materials for the Planet College of Computing Data Science and Society University of California Berkeley BerkeleyCA94720 United States KACST—UC Berkeley Center of Excellence for Nanomaterials for Clean Energy Applications King Abdulaziz City for Science and Technology Riyadh11442 Saudi Arabia Department of Electrical Engineering and Computer Sciences Bakar Institute of Digital Materials for the Planet College of Computing Data Science and Society University of California Berkeley BerkeleyCA94720 United States Department of Electrical Engineering and Computer Sciences Department of Statistics Department of Mathematics School of Information Bakar Institute of Digital Materials for the Planet College of Computing Data Science and Society University of California Berkeley BerkeleyCA94720 United States
We present a new framework integrating the AI model GPT-4 into the iterative process of reticular chemistry experimentation, leveraging a cooperative workflow of interaction between AI and a human researcher. This GPT... 详细信息
来源: 评论
BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label
arXiv
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arXiv 2022年
作者: Hu, Shengshan Zhou, Ziqi Zhang, Yechao Zhang, Leo Yu Zheng, Yifeng He, Yuanyuan Jin, Hai School of Cyber Science and Engineering Huazhong University of Science and Technology Wuhan China School of Information Technology Deakin University VIC3216 Australia School of Computer Science and Technology Harbin Institute of Technology Shenzhen China School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Hubei Engineering Research Center on Big Data Security HUST Wuhan430074 China Cluster and Grid Computing Lab HUST Wuhan430074 China
Due to its powerful feature learning capability and high efficiency, deep hashing has achieved great success in large-scale image retrieval. Meanwhile, extensive works have demonstrated that deep neural networks (DNNs... 详细信息
来源: 评论
Toward Mixture-of-Experts Enabled Trustworthy Semantic Communication for 6G Networks
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IEEE Network 2024年
作者: He, Jiayi Luo, Xiaofeng Kang, Jiawen Du, Hongyang Xiong, Zehui Chen, Ci Niyato, Dusit Shen, Xuemin Guangdong University of Technology School of Automation Guangzhou510006 China Nanyang Technological University College of Computing and Data Science Singapore639798 Singapore Singapore University of Technology and Design Pillar of Information Systems Technology and Design Singapore487372 Singapore University of Waterloo Department of Electrical and Computer Engineering WaterlooONN2L 3G1 Canada
Semantic Communication (SemCom) plays a pivotal role in 6G networks, offering a viable solution for future efficient communication. Through nonlinear mapping of semantic representations, Deep Learning (DL)-based seman... 详细信息
来源: 评论
Investigating effective transfer of deep learning models from adults to children for lung ultrasound data analysis
Investigating effective transfer of deep learning models fro...
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2023 IEEE International Ultrasonics Symposium, IUS 2023
作者: Thompson, Russell Khan, Umair Li, Jason Etter, Lauren. P. Camello, Ingrid Pieciak, Rachel. C. Castro-Aragon, Ilse. Setty, Bindu Gill, Christopher. C. Demi, Libertario Betke, Margrit University of Massachusetts DartmouthMA United States University of Trento Department of Information Engineering & Computer Science TN 38123 Italy Boston University The Faculty of Computing & Data Sciences BostonMA United States University of Wisconsin Madison MadisonWI United States Augusta University Pediatric Infectious Disease AugustaGA United States Boston University School of Public Health Department of Global Health BostonMA United States Boston Medical Center Department of Radiology BostonMA United States
Automated assessment of LUS data from adult population is an ongoing research over the last few years. To this extent, various deep learning DL-based methods have been proposed to assess lung alterations caused by pne... 详细信息
来源: 评论
Generative AI Agents with Large Language Model for Satellite Networks via a Mixture of Experts Transmission
arXiv
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arXiv 2024年
作者: Zhang, Ruichen Du, Hongyang Liu, Yinqiu Niyato, Dusit Kang, Jiawen Xiong, Zehui Jamalipour, Abbas Kim, Dong In The College of Computing and Data Science Nanyang Technological University Singapore The School of Automation Guangdong University of Technology China The Pillar of Information Systems Technology and Design Singapore University of Technology and Design Singapore The University of Sydney SydneyNSW2006 Australia The Department of Electrical and Computer Engineering Sungkyunkwan University Suwon16419 Korea Republic of
In response to the needs of 6G global communications, satellite communication networks have emerged as a key solution. However, the large-scale development of satellite communication networks is constrained by the com... 详细信息
来源: 评论
Ponzi Scheme Detection Based on Control Flow Graph Feature Extraction
Ponzi Scheme Detection Based on Control Flow Graph Feature E...
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IEEE International Conference on Web Services (ICWS)
作者: Shunhui Ji Congxiong Huang Pengcheng Zhang Hai Dong Yan Xiao Key Laboratory of Water Big Data Technology of Ministry of Water Resources Hohai University Nanjing China College of Computer and Information Hohai University Nanjing China School of Computing Technologies RMIT University Melbourne Australia School of Cyber Science and Technology Sun Yat-sen University Shenzhen China
The blockchain ecosystem is expanding as a result of advancements in blockchain technology and the emergence of BaaS (Blockchain as a Service) platforms. Smart contracts are designed to carry out diverse business oper...
来源: 评论
Visible Light Positioning Based on a Single Luminaire: A Novel Visual Odometry Assisted Algorithm
Visible Light Positioning Based on a Single Luminaire: A Nov...
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IEEE International Conference on Communications (ICC)
作者: Zhiyu Zhu Yang Yang Mingzhe Chen Caili Guo Yipeng Bai Beijing Key Laboratory of Network System Architecture and Convergence School of Information and Communication Engineering Beijing University of Posts and Telecommunications Beijing China Department of Electrical and Computer Engineering Institute for Data Science and Computing University of Miami Coral Gables FL USA Beijing Laboratory of Advanced Information Networks School of Information and Communication Engineering Beijing University of Posts and Telecommunications Beijing China
Visible light positioning (VLP) is a promising positioning technique, which, however, typically requires multiple luminaires to achieve accurate positioning. This paper proposes a novel visual odometry (VO) assisted v...
来源: 评论
A Drug Box Recognition System Based on Deep Learning and Cloud-Edge Collaboration for Pharmacy Automation
A Drug Box Recognition System Based on Deep Learning and Clo...
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International Conference on Parallel and Distributed Systems (ICPADS)
作者: Honglei Zhu Anming Dong Jiguo Yu Ministry of Education Shandong Computer Science Center (National Supercomputer Center in Jinan) Key Laboratory of Computing Power Network and Information Security Qilu University of Technology (Shandong Academy of Sciences) Jinan China School of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan China Big Data Institute Qilu University of Technology (Shandong Academy of Sciences) Jinan China Shandong Provincial Key Laboratory of Computer Networks Shandong Fundamental Research Center for Computer Science Jinan China
Drug box recognition is an integral part of the pharmacy automation system (PAS), which checks for discrepancies between the drugs provided by the system and the doctor’s prescription with the help of modern image re...
来源: 评论
Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection
arXiv
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arXiv 2024年
作者: Zhang, Yaning Li, Qiufu Yu, Zitong Shen, Linlin Computer Vision Institute College of Computer Science and Software Engineering Shenzhen University Guangdong Shenzhen518060 China National Engineering Laboratory for Big Data System Computing Technology Shenzhen University Guangdong Shenzhen518060 China Shenzhen Institute of Artificial Intelligence and Robotics for Society Guangdong Shenzhen518129 China Guangdong Key Laboratory of Intelligent Information Processing Shenzhen University Guangdong Shenzhen518060 China School of Computing and Information Technology Great Bay University Guangdong Dongguan523000 China
Face forgery detection (FFD) is devoted to detecting the authenticity of face images. Although current CNN-based works achieve outstanding performance in FFD, they are susceptible to capturing local forgery patterns g... 详细信息
来源: 评论
Multi-modal data based Semi-Supervised Learning for Vehicle Positioning
arXiv
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arXiv 2024年
作者: Huan, Ouwen Yang, Yang Luo, Tao Chen, Mingzhe Beijing Laboratory of Advanced Information Network Beijing University of Posts and Telecommunications Beijing100876 China Department of Electrical and Computer Engineering Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States Beijing Key Laboratory of Network System Architecture and Convergence School of Information and Communication Engineering Beijing University of Posts and Telecommunications Beijing100876 China
In this paper, a multi-modal data based semisupervised learning (SSL) framework that jointly use channel state information (CSI) data and RGB images for vehicle positioning is designed. In particular, an outdoor posit... 详细信息
来源: 评论