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检索条件"机构=Computing Systems Laboratory Computer Science Division"
3211 条 记 录,以下是381-390 订阅
排序:
Towards Holistic Analysis of Wireless Capsule Endoscopic Videos: A Taxonomy-Driven Machine Learning Framework for Clinically Comprehensive WCE Frame Level Analysis
Towards Holistic Analysis of Wireless Capsule Endoscopic Vid...
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Electrics and computer (INTCEC), Interdisciplinary Conference on
作者: Haroon Wahab Rita Goel Maida Alamgir Irfan Mehmood Khan Muhammad Hassan Ugail Centre for Visual Computing & Intelligent Systems School of Computer Science AI and Electronics University of Bradford Bradford England UK Department of Applied Artificial Intelligence Visual Analytics Knowledge Laboratory (VIS2KNOW) Sungkyunkwan University Seoul Republic of Korea
Manual perusal of capsule endoscopic videos is laborious due to their length, redundancy, and poor quality frames, risking misdetection. Limited representation of diverse anomalies and subtle lesions led to less gener... 详细信息
来源: 评论
Management of Scientific Agricultural Digital Ecosystems Based on Ecosystem Classification
Management of Scientific Agricultural Digital Ecosystems Bas...
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International Conference on Management of Large-Scale System Development (MLSD)
作者: Vladimir Kulba Viktor Medennikov Laboratory of Modular Data Processing and Control Systems V.A. Trapeznikov Institute of Control Sciences of the Russian Academy of Sciences Moscow Russia Information and Computing Systems Department Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences Moscow Russia
The paper considers a mathematical model for managing a scientific digital ecosystem exemplified by the agriculture case; the model enables assessing the impact science exerts on the regions’ socioeconomic position i...
来源: 评论
Dual-Scale Enhanced and Cross-Generative Consistency Learning for Semi-Supervised Medical Image Segmentation
SSRN
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SSRN 2024年
作者: Gu, Yunqi Zhou, Tao Zhang, Yizhe Zhou, Yi He, Kelei Gong, Chen Zhu, Huafu PCA Lab The Key Laboratory of Intelligent Perception and Systems for High-Dimensional Information Ministry of Education School of Computer Science and Engineering Nanjing University of Information Science and Technology Nanjing210094 China School of Computer Science and Engineering Southeast University Nanjing211189 China Medical School Nanjing University National Institute of Healthcare Data Science Nanjing210023 China Institute of High Performance Computing A*STAR Singapore
Medical image segmentation plays a crucial role in computer-aided diagnosis. However, existing methods heavily rely on fully supervised training, which requires a large amount of labeled data with time-consuming pixel... 详细信息
来源: 评论
Formalizing the generalization-forgetting trade-off in continual learning
arXiv
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arXiv 2021年
作者: Krishnan, Raghavan Balaprakash, Prasanna Mathematics and Computer Science Division Leadership Computing Facility Argonne National Laboratory
We formulate the continual learning (CL) problem via dynamic programming and model the trade-off between catastrophic forgetting and generalization as a two-player sequential game. In this approach, player 1 maximizes... 详细信息
来源: 评论
Simple Image-level Classification Improves Open-vocabulary Object Detection
arXiv
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arXiv 2023年
作者: Fang, Ruohuan Pang, Guansong Bai, Xiao School of Computer Science and Engineering Beihang University China School of Computing and Information Systems Singapore Management University Singapore State Key Laboratory of Software Development Environment Jiangxi Research Institute Beihang University China
Open-Vocabulary Object Detection (OVOD) aims to detect novel objects beyond a given set of base categories on which the detection model is trained. Recent OVOD methods focus on adapting the image-level pre-trained vis... 详细信息
来源: 评论
Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning
arXiv
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arXiv 2023年
作者: Miao, Wenjun Pang, Guansong Li, Tianqi Bai, Xiao Zheng, Jin School of Computer Science and Engineering Beihang University China School of Computing and Information Systems Singapore Management University Singapore State Key Laboratory of Software Development Environment Jiangxi Research Institute Beihang University China State Key Laboratory of Virtual Reality Technology and Systems Beihang University China
Existing out-of-distribution (OOD) methods have shown great success on balanced datasets but become ineffective in long-tailed recognition (LTR) scenarios where 1) OOD samples are often wrongly classified into head cl... 详细信息
来源: 评论
Data Engineering and AI-Powered Skin Cancer Identification for Healthcare Applications
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Procedia computer science 2024年 246卷 179-188页
作者: Imran Ahmed Misbah Ahmad Abdellah Chehri Gwanggil Jeon School of Computing and Information Science Anglia Ruskin University Cambridge UK Animal and Agriculture Department Hartpury University Gloucester UK Centre for Machine Vision Bristol Robotics Laboratory University of the West of England Bristol UK Department of Mathematics and Computer Science at the Royal Military College of Canada (RMC) Canada Department of Embedded Systems Engineering Incheon National University Incheon Korea
Skin cancer diagnosis, a critical task in the medical domain, can be revolutionized through the application of advanced deep-learning techniques. This work investigates the efficacy of Convolutional Neural Networks (C... 详细信息
来源: 评论
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization
arXiv
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arXiv 2023年
作者: Chen, Jinbiao Wang, Jiahai Zhang, Zizhen Cao, Zhiguang Ye, Te Chen, Siyuan School of Computer Science and Engineering Sun Yat-sen University China Key Laboratory of Machine Intelligence and Advanced Computing Ministry of Education Sun Yat-sen University China Guangdong Key Laboratory of Big Data Analysis and Processing Guangzhou China School of Computing and Information Systems Singapore Management University Singapore
Recently, neural heuristics based on deep reinforcement learning have exhibited promise in solving multi-objective combinatorial optimization problems (MOCOPs). However, they are still struggling to achieve high learn... 详细信息
来源: 评论
Toward efficient resource utilization at edge nodes in federated learning
arXiv
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arXiv 2023年
作者: Alawadi, Sadi Ait-Mlouk, Addi Toor, Salman Hellander, Andreas Department of Computer Science Blekinge Institute of Technology Karlskrona Sweden School of Informatics University of Skövde Skövde Sweden Department of Information Technology Division of Scientific Computing Uppsala University Sweden Scaleout Systems Sweden
Federated learning (FL) enables edge nodes to collaboratively contribute to constructing a global model without sharing their data. This is accomplished by devices computing local, private model updates that are then ... 详细信息
来源: 评论
AircraftVerse: a large-scale multimodal dataset of aerial vehicle designs  23
AircraftVerse: a large-scale multimodal dataset of aerial ve...
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Proceedings of the 37th International Conference on Neural Information Processing systems
作者: Adam D. Cobb Anirban Roy Daniel Elenius F. Michael Heim Brian Swenson Sydney Whittington James D. Walker Theodore Bapty Joseph Hite Karthik Ramani Christopher McComb Susmit Jha Computer Science Laboratory SRI International Mechanical Engineering Division Southwest Research Institute Intelligent Systems Division Southwest Research Institute Institute of Software Integrated Systems Vanderbilt University School of Mechanical Engineering Purdue University Department of Mechanical Engineering Carnegie Mellon University
We present AircraftVerse, a publicly available aerial vehicle design dataset. Aircraft design encompasses different physics domains and, hence, multiple modalities of representation. The evaluation of these cyber-phys...
来源: 评论