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检索条件"机构=National Engineering Laboratory for Big Data Algorithms and Analytics Technology"
53 条 记 录,以下是11-20 订阅
Learning from Semi-Factuals: A Debiased and Semantic-Aware Framework for Generalized Relation Discovery
arXiv
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arXiv 2024年
作者: Wang, Jiaxin Zhang, Lingling Liu, Jun Guo, Tianlin Wu, Wenjun The School of Computer Science and Technology Xi’an Jiaotong University Shaanxi Xi’an710049 China The Shaanxi Provincial Key Laboratory of Big Data Knowledge Engineering Xi’an Jiaotong University Shaanxi Xi’an710049 China National Engineering Lab for Big Data Analytics Xi’an Jiaotong University Shaanxi Xi’an710049 China
We introduce a novel task, called Generalized Relation Discovery (GRD), for open-world relation extraction. GRD aims to identify unlabeled instances in existing pre-defined relations or discover novel relations by ass... 详细信息
来源: 评论
EFFICIENTLY PARAMETERIZED NEURAL METRIPLECTIC SYSTEMS
arXiv
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arXiv 2024年
作者: Gruber, Anthony Lee, Kookjin Lim, Haksoo Park, Noseong Trask, Nathaniel Center for Computing Research Sandia National Laboratories AlbuquerqueNM United States School of Computing and Augmented Intelligence Arizona State University TempeAZ United States Big Data Analytics Laboratory Yonsei University Seoul Korea Republic of Big Data Analytics Laboratory Korea Advanced Institute of Science and Technology Daejeon Korea Republic of School of Engineering and Applied Science University of Pennsylvania PhiladelphiaPA United States
Metriplectic systems are learned from data in a way that scales quadratically in both the size of the state and the rank of the metriplectic data. Besides being provably energy conserving and entropy stable, the propo...
来源: 评论
Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond
arXiv
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arXiv 2023年
作者: Xu, Fangzhi Lin, Qika Han, Jiawei Zhao, Tianzhe Liu, Jun Cambria, Erik The School of Computer Science and Technology Xi’an Jiao-tong University Shaanxi Xi’an710049 China The Shaanxi Provincial Key Laboratory of Big Data Knowledge Engineering National Engineering Lab for Big Data Analytics Shaanxi Xi’an710049 China The School of Computer Science and Engineering Nanyang Technological University Singapore
Logical reasoning consistently plays a fundamental and significant role in the domains of knowledge engineering and artificial intelligence. Recently, Large Language Models (LLMs) have emerged as a noteworthy innovati... 详细信息
来源: 评论
Generative Model-based Feature Knowledge Distillation for Action Recognition
arXiv
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arXiv 2023年
作者: Wang, Guiqin Zhao, Peng Shi, Yanjiang Zhao, Cong Yang, Shusen School of Computer Science and Technology Xi’an Jiaotong University China School of Mathematics and Statistics Xi’an Jiaotong University China National Engineering Laboratory for Big Data Analytics Xi’an Jiaotong University China
Knowledge distillation (KD), a technique widely employed in computer vision, has emerged as a de facto standard for improving the performance of small neural networks. However, prevailing KD-based approaches in video ... 详细信息
来源: 评论
FedDSV: Shapley Value-based Contribution Estimation in Federated Learning with Dynamic Participation
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IEEE Transactions on Mobile Computing 2025年
作者: Lei, Kaijia Ren, Xuebin Yang, Shusen Wang, Xiaocheng Zhao, Fangyuan Xi'an Jiaotong University School of Computer Science and Technology Shaanxi Xi'an 710049 China Xi'an Jiaotong University National Engineering Laboratory for Big Data Analytics Shaanxi Xi'an 710049 China Xi'an Jiaotong University National Engineering Laboratory for Big Data Analytics (NEL-BDA) Shaanxi Xi'an 710049 China Xi'an Jiaotong University Ministry of Education Key Lab for Intelligent Networks and Network Security (MOE KLINNS Lab) Shaanxi Xi'an 710049 China
Federated Learning (FL) succeeds in collaborative and privacy-preserving ML model training among multiple distributed data owners. To maintain a healthy FL ecosystem, it is crucial to estimate the contributions of all... 详细信息
来源: 评论
Joint Energy and Frequency Regulation Market Clearing Considering Wind Power Uncertainty
Joint Energy and Frequency Regulation Market Clearing Consid...
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IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)
作者: Yemin Wu Jiyao Wang Chenyu Peng Chunyu Chen Xuemei Dai Jianxiao Wang School of Electrical Engineering China University of Mining and Technology Xuzhou China School of Electrical Engineering Shanghai Electric Power University Shanghai China National Engineering Laboratory of Big Data Analytics and Applied Technologies Peking University Beijing China
Efficient integration of renewable power such as wind energy in electricity markets is among the highest priorities. However, the deterministic market designs may not effectively adapt to the uncertainty of renewable ...
来源: 评论
Transfer and Alignment Network for Generalized Category Discovery
arXiv
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arXiv 2023年
作者: An, Wenbin Tian, Feng Shi, Wenkai Chen, Yan Wu, Yaqiang Wang, Qianying Chen, Ping School of Automation Science and Engineering Xi’an Jiaotong University China School of Computer Science and Technology Xi’an Jiaotong University China National Engineering Laboratory for Big Data Analytics China Lenovo Research China Department of Engineering University of Massachusetts Boston United States
Generalized Category Discovery (GCD) is a crucial real-world task that aims to recognize both known and novel categories from an unlabeled dataset by leveraging another labeled dataset with only known categories. Desp... 详细信息
来源: 评论
Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling
Weakly-Supervised Action Localization by Hierarchically-stru...
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International Conference on Computer Vision (ICCV)
作者: Guiqin Wang Peng Zhao Cong Zhao Shusen Yang Jie Cheng Luziwei Leng Jianxing Liao Qinghai Guo School of Computer Science and Technology Xi’an Jiao Tong University School of Mathematics and Statistics Xi’an Jiao Tong University National Engineering Laboratory for Big Data Analytics Xi’an Jiao Tong University ACS Lab Huawei Technologies
Weakly-supervised action localization aims to recognize and localize action instancese in untrimmed videos with only video-level labels. Most existing models rely on multiple instance learning(MIL), where the predicti...
来源: 评论
Mind Reasoning Manners: Enhancing Type Perception for Generalized Zero-shot Logical Reasoning over Text
arXiv
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arXiv 2023年
作者: Xu, Fangzhi Liu, Jun Lin, Qika Zhao, Tianzhe Zhang, Jian Zhang, Lingling School of Computer Science and Technology Xi’an Jiaotong University Xi’an China Shaanxi Province Key Laboratory of Satellite and Terrestrial Network Tech. R&D National Engineering lab for Big Data Analytics Xi’an China
Logical reasoning task involves diverse types of complex reasoning over text, based on the form of multiple-choice question answering. Given the context, question and a set of options as the input, previous methods ac... 详细信息
来源: 评论
Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling
arXiv
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arXiv 2023年
作者: Wang, Guiqin Zhao, Peng Zhao, Cong Yang, Shusen Cheng, Jie Leng, Luziwei Liao, Jianxing Guo, Qinghai School of Computer Science and Technology Xi’an Jiaotong University China ACS Lab Huawei Technologies China School of Mathematics and Statistics Xi’an Jiaotong University China National Engineering Laboratory for Big Data Analytics Xi’an Jiaotong University China
Weakly-supervised action localization aims to recognize and localize action instancese in untrimmed videos with only video-level labels. Most existing models rely on multiple instance learning(MIL), where the predicti... 详细信息
来源: 评论