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检索条件"机构=High Performance Computing Lab School of Computer Science and Engineering"
489 条 记 录,以下是1-10 订阅
排序:
A survey on deep learning for polyp segmentation: techniques, challenges and future trends
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Visual Intelligence 2025年 第1期3卷 1-20页
作者: Mei, Jiaxin Zhou, Tao Huang, Kaiwen Zhang, Yizhe Zhou, Yi Wu, Ye Fu, Huazhu PCA Lab Key Laboratory of Intelligent Perception and Systems for High-Dimensional Information of Ministry of Education Nanjing China School of Computer Science and Engineering Nanjing University of Science and Technology Nanjing China School of Computer Science and Engineering Southeast University Nanjing China Institute of High Performance Computing A*STAR Singapore Singapore
Early detection and assessment of polyps play a crucial role in the prevention and treatment of colorectal cancer (CRC). Polyp segmentation provides an effective solution to assist clinicians in accurately locating an... 详细信息
来源: 评论
Multi-View Test-Time Adaptation for Semantic Segmentation in Clinical Cataract Surgery
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IEEE Transactions on Medical Imaging 2025年 第5期44卷 2307-2318页
作者: Li, Heng Ou, Mingyang Li, Haojin Qiu, Zhongxi Niu, Ke Fu, Huazhu Liu, Jiang Southern University of Science and Technology Research Institute of Trustworthy Autonomous Systems Shenzhen518055 China Southern University of Science and Technology Department of Computer Science and Engineering Shenzhen518055 China Beijing Information Science and Technology University Computer School Beijing100192 China Institute of High Performance Computing Agency for Science Technology and Research Fusionopolis Way 138632 Singapore Southern University of Science and Technology Research Institute of Trustworthy Autonomous Systems Department of Computer Science and Engineering Shenzhen518055 China
Cataract surgery, a widely performed operation worldwide, is incorporating semantic segmentation to advance computer-assisted intervention. However, the tissue appearance and illumination in cataract surgery often dif... 详细信息
来源: 评论
Optimizing Medical Imaging: high-performance Hardware for Image Processing, Machine Learning  24
Optimizing Medical Imaging: High-Performance Hardware for Im...
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7th International Conference on Digital Medicine and Image Processing, DMIP 2024
作者: Kalyan Chakravarthy, N.S. Balapanur, Mouli Chandra Pandian, Arun Nambi Pulikanti, Jyothi Prasad, D. Syed Masood, Jafar Ali Ibrahim High-Performance Computing Research Laboratory QIS College of Engineering and Technology Andhra Pradesh Ongole India Department of Internet of Things School of Computer Science and Engineering Vellore Institute of Technology Tamil Nadu Vellore India
The demand for high-performance hardware solutions for machine learning tasks is growing as medical imaging evolves. In this paper, we will focus on the latest hardware advanced technologies: GPUs, TPUs and FPGAs that... 详细信息
来源: 评论
Adaptive Occlusion Face Recognition Feature Fusion Network Based on Precise Guidance Mask Extraction
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Journal of Shanghai Jiaotong University (science) 2025年 1-12页
作者: Ye, Jihua Zhang, Lei Wang, Chao Tu, Qixuan Zheng, Rehua Huang, Huiyuan Jiang, Aiwen School of Computer and Information Engineering Jiangxi Normal University Nanchang330022 China Jiangxi Provincial Key Laboratory for High Performance Computing Jiangxi Normal University Nanchang330022 China State International Science & Technology Cooperation Base of Networked Supporting Software Jiangxi Normal University Nanchang330022 China
The uncertainty in the position and size of occluding objects greatly affects the extraction of identity features in facial recognition, which is a challenge that existing methods fail to effectively address. To tackl... 详细信息
来源: 评论
MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining
arXiv
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arXiv 2025年
作者: Wu, Ruiqi Su, Na Zhang, Chenran Ma, Tengfei Zhou, Tao Cui, Zhiting Tang, Nianfeng Mao, Tianyu Zhou, Yi Fan, Wen Wu, Tianxing Jing, Shenqi Fu, Huazhu School of Computer Science and Engineering Southeast University Nanjing China Department of Ophthalmology The First Affiliated Hospital of Nanjing Medical University Nanjing China School of Computer Science and Engineering Nanjing University of Science and Technology Nanjing China Institute of High-Performance Computing Agency for Science Technology and Research Singapore
Vision-language pretraining (VLP) has been investigated to generalize across diverse downstream tasks for fundus image analysis. Although recent methods showcase promising achievements, they significantly rely on larg... 详细信息
来源: 评论
Numerical simulations of attachment-line boundary layer in hypersonic flow. Part 1. Roughness-induced subcritical transitions
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Journal of Fluid Mechanics 2025年 1009卷
作者: Xi, Youcheng Yan, Bowen Yang, Guangwen Sha, Xinguo Zhu, Dehua Fu, Song School of Aerospace Engineering Tsinghua University Beijing100084 China Institute of High Performance Computing Department of Computer Science and Technology Tsinghua University Beijing100084 China China Academy of Aerospace Aerodynamics Beijing100074 China
The attachment-line boundary layer is critical in hypersonic flows because of its significant impact on heat transfer and aerodynamic performance. In this study, high-fidelity numerical simulations are conducted to an... 详细信息
来源: 评论
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification
arXiv
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arXiv 2025年
作者: Shi, Jiangbo Li, Chen Gong, Tieliang Zheng, Yefeng Fu, Huazhu School of Computer Science and Technology Xi’an Jiaotong University Xi’an China Jarvis Research Center Tencent YouTu Lab Shenzhen China Institute of High Performance Computing Agency for Science Technology and Research Singapore
Multiple instance learning (MIL)-based framework has become the mainstream for processing the whole slide image (WSI) with giga-pixel size and hierarchical image context in digital pathology. However, these methods he... 详细信息
来源: 评论
Unknown-Aware Bilateral Dependency Optimization for Defending Against Model Inversion Attacks
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IEEE Transactions on Pattern Analysis and Machine Intelligence 2025年 PP卷 PP页
作者: Peng, Xiong Liu, Feng Wang, Nannan Lan, Long Liu, Tongliang Cheung, Yiu-Ming Han, Bo Hong Kong Baptist University Department of Computer Science Hong Kong The University of Melbourne School of Computing and Information Systems Australia Xidian University State Key Laboratory of Integrated Services Networks School of Telecommunications Engineering Shaanxi Xi'an710071 China National University of Defense Technology State Key Laboratory of High Performance Computing School of Computer Hunan Changsha410000 China The University of Sydney Sydney AI Centre School of Computer Science Faculty of Engineering Australia
By abusing access to a well-trained classifier, model inversion (MI) attacks pose a significant threat as they can recover the original training data, leading to privacy leakage. Previous studies mitigated MI attacks ... 详细信息
来源: 评论
Pareto Set Learning through Genetic Programming for Multi-Objective Dynamic Scheduling
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IEEE Transactions on Evolutionary Computation 2025年
作者: Xu, Meng Mei, Yi Zhang, Fangfang Ong, Yew Soon Zhang, Mengjie Agency for Science Technology and Research Singapore Institute of Manufacturing Technology Singapore Victoria University of Wellington Centre for Data Science and Artificial Intelligence School of Engineering and Computer Science Wellington6140 New Zealand Agency for Science Technology and Research College of Computing and Data Science Nanyang Technological University Centre for Frontier AI Research Institute of High Performance Computing Singapore Singapore
The multi-objective dynamic flexible job shop scheduling (MO-DFJSS) problem is crucial in modern manufacturing, impacting productivity and operational costs. Genetic Programming (GP) has emerged as a prominent method ... 详细信息
来源: 评论
Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering
arXiv
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arXiv 2025年
作者: Liao, Zehui Hu, Shishuai Zou, Ke Fu, Huazhu Zhen, Liangli Xia, Yong National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology School of Computer Science and Engineering Northwestern Polytechnical University Xi’an710072 China Institute of High Performance Computing Agency for Science Technology and Research Singapore138632 Singapore National University of Singapore Singapore119077 Singapore
Multimodal large language models (MLLMs) have demonstrated significant potential in medical Visual Question Answering (VQA). Yet, they remain prone to hallucinations—incorrect responses that contradict input images, ... 详细信息
来源: 评论