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检索条件"机构=Corporate Engineering Data Science"
43 条 记 录,以下是1-10 订阅
排序:
Progressive Alignment with VLM-LLM Feature to Augment Defect Classification for the ASE dataset
Progressive Alignment with VLM-LLM Feature to Augment Defect...
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2025 IEEE International Conference on Consumer Electronics, ICCE 2025
作者: Hsu, Chih-Chung Lee, Chia-Ming Yu, Po-Tsun Kang, Cheng-Jun Sun, Chun-Hung Wu, Kuang-Ming Institute of Data Science National Cheng Kung University Taiwan Corporate R&D Advanced Semiconductor Engineering Group Taiwan
Traditional defect classification approaches face two main challenges: insufficient training data with unstable quality, and over-dependence on visual modality. These issues are particularly problematic when image pat... 详细信息
来源: 评论
Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation  41
Finite Volume Features, Global Geometry Representations, and...
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41st International Conference on Machine Learning, ICML 2024
作者: Jessica, Loh Sher En Arafat, Naheed Anjum Lim, Wei Xian Chan, Wai Lee Kong, Adams Wai Kin Rolls-Royce@NTU Corporate Lab Nanyang Technological University Singapore College of Computing and Data Science Nanyang Technological University Singapore School of Mechanical & Aerospace Engineering Nanyang Technological University Singapore
Computational fluid dynamics (CFD) simulation is an irreplaceable modelling step in many engineering designs, but it is often computationally expensive. Some graph neural network (GNN)based CFD methods have been propo... 详细信息
来源: 评论
NeuroPCA: Enhancing Alzheimer's disorder Disease Detection through Optimized Feature Reduction and Machine Learning  3
NeuroPCA: Enhancing Alzheimer's disorder Disease Detection t...
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3rd International Conference on Electrical, Electronics, Information and Communication Technologies, ICEEICT 2024
作者: Sagili, Sreenivas Reddy Chidambaranathan, Senthilnathan Nallametti, Nagarjuna Bodele, Harana M. Raja, Laxmi Gayathri, P.G. Rochester Institute of Technology Department of Computer Science United States Virtusa Corporation 20 Corporate Pl South Piscataway United States Cvr College of Engineering Department of Csit Telangana Hyderabad India J D College of Engineering & Management Department of Electronics and Telecommunications Nagpur India Coimbatore India Kongunadu College of Engineering and Technology Department of Artificial Intelligence and Data Science India
Alzheimer's (memory loss disorder) disorder Disease (AD) poses a significant diagnostic challenge due to its complex etiology and subtle onset of clinical symptoms. The Early and accurate detection will be a cruci... 详细信息
来源: 评论
Progressive Alignment with VLM-LLM Feature to Augment Defect Classification for the ASE dataset
Progressive Alignment with VLM-LLM Feature to Augment Defect...
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IEEE International Conference on Consumer Electronics (ICCE)
作者: Chih-Chung Hsu Chia-Ming Lee Po-Tsun Yu Cheng-Jun Kang Chun-Hung Sun Kuang-Ming Wu Institute of Data Science National Cheng Kung University Taiwan Corporate R&D Advanced Semiconductor Engineering Group Taiwan
Traditional defect classification approaches face two main challenges: insufficient training data with unstable quality, and over-dependence on visual modality. These issues are particularly problematic when image pat... 详细信息
来源: 评论
OCR is All you need: Importing Multi-Modality into Image-based Defect Detection System
arXiv
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arXiv 2024年
作者: Hsu, Chih-Chung Lee, Chia-Ming Sun, Chun-Hung Wu, Kuang-Ming Institute of Data Science National Cheng Kung University Taiwan Corporate R&D Advanced Semiconductor Engineering Group Taiwan
Automatic optical inspection (AOI) plays a pivotal role in the manufacturing process, predominantly leveraging high-resolution imaging instruments for scanning purposes. It detects anomalies by analyzing image texture... 详细信息
来源: 评论
Progressive Alignment with VLM-LLM Feature to Augment Defect Classification for the ASE dataset
arXiv
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arXiv 2024年
作者: Hsu, Chih-Chung Lee, Chia-Ming Sun, Chun-Hung Wu, Kuang-Ming Institute of Data Science National Cheng Kung University Taiwan Corporate R&D Advanced Semiconductor Engineering Group Taiwan
Traditional defect classification approaches are facing with two barriers. (1) Insufficient training data and unstable data quality. Collecting sufficient defective sample is expensive and time-costing, consequently l... 详细信息
来源: 评论
OCR is All you need: Importing Multi-Modality into Image-based Defect Classification System
OCR is All you need: Importing Multi-Modality into Image-bas...
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IEEE Asia-Pacific Conference on Circuits and Systems
作者: Chih-Chung Hsu Chia-Ming Lee Po-Tsun Yu Chun-Hung Sun Kuang-Ming Wu Institute of Data Science National Cheng Kung University Tainan Taiwan Corporate R&D Advanced Semiconductor Engineering Group Kaoshuing Taiwan
Automatic optical inspection (AOI) plays a pivotal role in the manufacturing process. It detects anomalies by analyzing image patterns. Despite its importance, the deployment of models for AOI often faces challenges. ... 详细信息
来源: 评论
Advancing Strategic Planning and Dynamic Control of Complex Projects
arXiv
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arXiv 2024年
作者: Teuber, L.G. van Heukelum, H.J. Wolfert, A.R.M. Data Science & Engineering Boskalis Rosmolenweg 20 Zuid-Holland Papendrecht3356 LK Netherlands Corporate R&D Boskalis Rosmolenweg 20 Zuid-Holland Papendrecht3356 LK Netherlands
Strategic project planning and dynamic control is essential for ensuring complex projects to be executed best-fit for common purpose. When best-for-project strategies are no longer conceivable for humans, there is a n... 详细信息
来源: 评论
Finite volume features, global geometry representations, and residual training for deep learning-based CFD simulation  24
Finite volume features, global geometry representations, and...
收藏 引用
Proceedings of the 41st International Conference on Machine Learning
作者: Loh Sher En Jessica Naheed Anjum Arafat Wei Xian Lim Wai Lee Chan Adams Wai Kin Kong Rolls-Royce@NTU Corporate Lab Nanyang Technological University Singapore and College of Computing and Data Science Nanyang Technological University Singapore Rolls-Royce@NTU Corporate Lab Nanyang Technological University Singapore Rolls-Royce@NTU Corporate Lab Nanyang Technological University Singapore and School of Mechanical & Aerospace Engineering Nanyang Technological University Singapore
Computational fluid dynamics (CFD) simulation is an irreplaceable modelling step in many engineering designs, but it is often computationally expensive. Some graph neural network (GNN)- based CFD methods have been pro...
来源: 评论
Enhanced Transformers with Dilated Convolutional Attention for Predicting Lung Cancer Outcomes
Enhanced Transformers with Dilated Convolutional Attention f...
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2025 International Conference on Visual Analytics and data Visualization, ICVADV 2025
作者: Chidambaranathan, Senthilnathan Sundaramoorthy, Pandian Puli, Balaram Daruvuri, Rajesh Vamsilala, Purushothapatnapu Naga Venkata Sathya, R. Corporate Pl S PiscatawayNJ08854 United States El CIC-1W-AMI Ibm 6303 Barfield Rd NE Sandy Springs GA30328 United States Everest Computers Inc Department of Engineering and Data Science 875 Old Roswell Road Suite RoswellGA30076 United States University of Cumberlands 1105 peachtree st atlanta United States Vignan's Lara Institute of Technology and Science Vignan's Lara Institute of Technology and Science Andhra Pradesh Tenali road near Vignan's University Guntur district 522213 India Kongunadu College of Engineering and Technology Department of Information Technology Trichy India
The study in investigation of the usage of dilated convolutional attention functions with transformers to improve the accuracy of the prognosis of lung cancer. The suggested model exploits the benefits of the dilated ... 详细信息
来源: 评论