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检索条件"机构=Parallel Distributed Computing Laboratory"
316 条 记 录,以下是71-80 订阅
A Connectivity-Enhanced Multi-Task Learning based on Anatomical Priors for 3D Class-Balanced Pulmonary Airway Segmentation
A Connectivity-Enhanced Multi-Task Learning based on Anatomi...
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IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Yan Jia Yong Dou Peng Qiao Yuqing Cheng Kele Xu Zhouyu He National Key Laboratory of Parallel and Distributed Computing College of Computer Science and Technology National University of Defense Technology Changsha China College of Systems Engineering National University of Defense Technology Changsha China
Accurate and efficient airway segmentation is essential for evaluating pulmonary diseases, aiding diagnosis, reducing the preoperative burden of airway identification, and minimizing patient discomfort during prolonge... 详细信息
来源: 评论
Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning
arXiv
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arXiv 2023年
作者: Xu, Hongzuo Wang, Yijie Wei, Juhui Jian, Songlei Li, Yizhou Liu, Ning National Key Laboratory of Parallel and Distributed Computing China College of Computer National University of Defense Technology China College of Science National University of Defense Technology China
Due to the unsupervised nature of anomaly detection, the key to fueling deep models is finding supervisory signals. Different from current reconstruction-guided generative models and transformation-based contrastive m... 详细信息
来源: 评论
DrugProtKGE: Weakly Supervised Knowledge Graph Embedding for Highly-Effective Drug-Protein Interaction Representation
DrugProtKGE: Weakly Supervised Knowledge Graph Embedding for...
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2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023
作者: Qiu, Yanlong Wang, Siqi Yang, Xi Qiu, Xinyuan Wu, Chengkun Cui, Yingbo Yang, Canqun National University of Defense Technology Institute for Quantum Information State Key Laboratory of High-Performance Computing College of Computer Science Hunan Changsha410073 China National Supercomputer Center in Tianjin Tianjin300457 China National University of Defense Technology National Key Laboratory of Parallel and Distributed Computing College of Computer Science Hunan Changsha410073 China National University of Defense Technology Department of Biology and Chemistry College of Science Hunan Changsha410073 China
With the exponential growth of biomedical knowledge in unstructured text repositories such as PubMed, it is imminent to establish a knowledge graph-style, efficient searchable and targeted database that can support th... 详细信息
来源: 评论
Simulation of Nuclear Reactor Accident Scenarios using Physics-Informed Neural Networks and Transfer-Learning  4
Simulation of Nuclear Reactor Accident Scenarios using Physi...
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4th International Conference on Electronic Information Engineering and Computer Science, EIECS 2024
作者: Yu, Yang Xie, Yufei Wang, Wenlin Wu, Guohua Lan, Haitao Lin, Enbo An, Ping Sun, Zibin Zhang, Haichuan Wu, Yixian National University of Defense Technology National Key Laboratory of Parallel and Distributed Computing Changsha China Nuclear Power Institute of China Science and Technology on Reactor System Design Technology Laboratory Chengdu China School of Automation Wuhan University of Technology Wuhan China Sino-German College of Intelligent Manufacturing Shenzhen Technology University Shenzhen China Institute of Automotive Engineers Hubei University of Automotive Technology Shiyan China Nuclear Power Institute of China Chengdu China
In a Loss of Coolant Accident (LOCA), reactor core temperatures can rise rapidly, leading to potential fuel damage and radioactive material release. This research presents a groundbreaking method that combines the pow... 详细信息
来源: 评论
Optimizing Batched Small Matrix Multiplication on Multi-core DSP Architecture
Optimizing Batched Small Matrix Multiplication on Multi-core...
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International Symposium on parallel and distributed Processing with Applications, ISPA
作者: Xiaohan Zuo Chunhua Xiao Qinglin Wang Chen Shi College of Computer Science Chongqing University China Key Laboratory of Dependable Service Computing in Cyber Physical Society Ministry of Education China National Key Laboratory of Parallel and Distributed Computing National University of Defense Technology Changsha China Laboratory of Digitizing Software for Frontier Equipment National University of Defense Technology Changsha China
General Matrix Multiplication (GEMM) is a critical computational operation in scientific computing and machine learning domains. While traditional GEMM performs well on large matrices, it is inefficient in terms of da... 详细信息
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RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering
arXiv
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arXiv 2024年
作者: Chen, Zhongwu Xu, Chengjin Wang, Dingmin Huang, Zhen Dou, Yong Jiang, Xuhui Guo, Jian National Key Laboratory of Parallel and Distributed Computing College of Computer Science and Technology National University of Defense Technology China IDEA Research International Digital Economy Academy Department of Computer Science University of Oxford United Kingdom
Retrieval-augmented generation (RAG) has shown promising potential in knowledge intensive question answering (QA). However, existing approaches only consider the query itself, neither specifying the retrieval preferen... 详细信息
来源: 评论
RepoLike: a multi-feature-based personalized recommendation approach for open-source repositories
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Frontiers of Information Technology & Electronic Engineering 2019年 第2期20卷 222-237页
作者: Cheng YANG Qiang FAN Tao WANG Gang YIN Xun-hui ZHANG Yue YU Hua-min WANG Key Laboratory of Parallel and Distributed Computing National University of Defense Technology
With the deep integration of software collaborative development and social networking, social coding represents a new style of software production and creation paradigm. Because of their good flexibility and openness,... 详细信息
来源: 评论
A survey on deep learning approaches for data integration in autonomous driving system
arXiv
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arXiv 2023年
作者: Zhu, Xi Wang, Likang Zhou, Caifa Cao, Xiya Gong, Yue Chen, Lei Riemann Laboratory Huawei Technologies 2012 Laboratories China Department of Computer Science and Engineering Hong Kong University of Science and Technology Hong Kong Parallel Distributed Computing Laboratory Huawei Technologies 2012 Laboratories China
The perception module of self-driving vehicles relies on a multi-sensor system to understand its environment. Recent advancements in deep learning have led to the rapid development of approaches that integrate multi-s... 详细信息
来源: 评论
DW-MLSR: Unsupervised Deformable Medical Image Registration Based on Dual-Window Attention and Multi-Latent Space
SSRN
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SSRN 2024年
作者: Huang, YuXuan Yin, MengXiao Zhong, Cheng Li, ZhiPan Yang, Feng School of Computer and Electronic Information Guangxi University Nanning530004 China Guangxi Key Laboratory of Multimedia Communications Network Technology Guangxi University Guangxi Nanning530004 China Key Laboratory of Parallel Distributed and Intelligent Computing of Guangxi Universities and Colleges Nanning530004 China
Thanks to the emergence of transformers and Vision Transformer (VIT), attention mechanisms have also been applied to medical image registration. However, the current attention mechanisms in medical image registration ... 详细信息
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A multidimensional approach of evaluating developers  2020
A multidimensional approach of evaluating developers
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2nd International Conference on Big Data Engineering, BDE 2020
作者: Zhang, Changqiang Chen, Ming Key Laboratory of Parallel and Distributed Computing College of Computer National University of Defense Technology China
In this paper, we propose an approach to assess the ability of developers based on their behavior data from OSS. Specifically, we classify developers' ability into code ability, project management ability, and soc... 详细信息
来源: 评论