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Domain generalization for mammographic image analysis with contrastive learning
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2025, 卷号: 185
作者:
Li, Zheren
;
Cui, Zhiming
;
Zhang, Lichi
;
Wang, Sheng
;
Lei, Chenjin
Adobe PDF(2356Kb)
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收藏
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浏览/下载:302/60
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提交时间:2024/12/27
Mammography
Unsupervised learning
Computer-aided
Domain generalization
Generalisation
Image analyze
Image-analysis
Large data
Learning models
Learning techniques
Mammographic image analysis
Multi-views
Optimizing Deep Learning for Biomedical Imaging
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), 12TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL ADVANCES IN BIO AND MEDICAL SCIENCES, ICCABS 2023, Norman, OK, United states, December 11, 2023 - December 13, 2023
作者:
Chaturvedi, Ayush
;
Cao, Guohua
;
Feng, Wu-Chun
收藏
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浏览/下载:47/0
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提交时间:2025/03/28
Adversarial machine learning
Computerized tomography
Contrastive Learning
Deep learning
Deep reinforcement learning
Federated learning
Image denoising
Medical imaging
Biomedical imaging
Chest CT
Deep learning
Hardware resources
High-accuracy
Image de-noising
Learning models
Optimisations
Optimization techniques
Parallel hardware
Low-Cost Acoustic Field Reconstruction with Physics-Incorporated Deep Learning for Binary Amplitude-Only Hologram
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 卷号: 74
作者:
Qing Liu
;
Chengxi Zhong
;
Zhenhuan Sun
;
You-Fu Li
;
Hu Su
Adobe PDF(1778Kb)
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浏览/下载:93/4
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提交时间:2025/03/03
Acoustic fields
Acoustic wave propagation
Electron holography
Holograms
Inverse problems
Sound recording
Surface discharges
Acoustic field reconstruction
Acoustic holography
Acoustics waves
Binary amplitude-only hologram
Learning frameworks
Low-costs
NET architecture
Physic-incorporated deep learning
Real time performance
Reconstruction techniques
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 97
作者:
Huijben, Evi M.C.
;
Terpstra, Maarten L.
;
Galapon, Arthur Jr.
;
Pai, Suraj
;
Thummerer, Adrian
Adobe PDF(2223Kb)
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浏览/下载:377/3
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提交时间:2024/08/09
Carrier concentration
Computerized tomography
Deep learning
Electron density measurement
Electrons
Image analysis
Magnetic resonance imaging
Medical imaging
Photons
Tissue
Adaptive radiotherapy
Cone-beam CT
Deep learning
Generation techniques
Healthy tissues
Image similarity
Images synthesis
Medical image synthesis
Synthetic computed tomography generation
Treatment planning
Approaching Performance Bound of Microstrip Antennas Using Machine Learning
会议论文
2024 IEEE 12TH ASIA-PACIFIC CONFERENCE ON ANTENNAS AND PROPAGATION (APCAP), Nanjing, China, 22-25 Sept. 2024
作者:
Cheng Tian Gao
;
Feng Han Lin
Adobe PDF(1310Kb)
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浏览/下载:77/3
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提交时间:2025/03/03
5G mobile communication systems
Slot antennas
Wireless local area networks (WLAN)
Conventional optimization
Gain-bandwidth products
Geometrical characteristics
Machine learning approaches
Machine-learning
Micro-strips
Optimization techniques
Performance bounds
Radiative characteristics
Training dataset
On Exploiting Network Topology for Hierarchical Coded Multi-task Learning
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 卷号: 72, 期号: 8, 页码: 4930-4944
作者:
Haoyang Hu
;
Songze Li
;
Minquan Cheng
;
Shuai Ma
;
Yuanming Shi
Adobe PDF(3872Kb)
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收藏
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浏览/下载:333/1
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提交时间:2024/04/01
Multi-task learning
coding techniques
distributed learning
hierarchical systems
communication load
UNDERSTANDING CONVERGENCE AND GENERALIZATION IN FEDERATED LEARNING THROUGH FEATURE LEARNING THEORY
会议论文
12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024
作者:
Huang, Wei
;
Shi, Ye
;
Cai, Zhongyi
;
Suzuki, Taiji
收藏
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浏览/下载:278/0
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提交时间:2024/08/23
Convolutional neural networks
Machine learning
Multilayer neural networks
Network layers
Privacy-preserving techniques
Convergence properties
Distributed learning
Empirical research
Feature learning
Generalisation
Learning Theory
Local training
Multiple clients
Privacy preserving
Test errors
MoME: Mixture-of-Masked-Experts for Efficient Multi-Task Recommendation
会议论文
SIGIR 2024 - PROCEEDINGS OF THE 47TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, Washington, DC, United states, July 14, 2024 - July 18, 2024
作者:
Xu, Jiahui
;
Sun, Lu
;
Zhao, Dengji
Adobe PDF(1222Kb)
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浏览/下载:355/3
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提交时间:2024/08/23
Coarse-grained modeling
Computational efficiency
Learning systems
Binary masks
Learning techniques
Mixture of experts
Model mixtures
Multi tasks
Multi-task recommendation
Multitask learning
Parameter sharing
Real-world datasets
Subnetworks
Learn from Noise: Detecting Deepfakes via Regional Noise Consistency
会议论文
2024 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), Yokohama, Japan, 30 June-5 July 2024
作者:
Weiming Bai
;
Yufan Liu
;
Zhipeng Zhang
;
Xinyi Zhang
;
Bo Wang
Adobe PDF(9541Kb)
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收藏
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浏览/下载:238/1
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提交时间:2024/09/18
Contrastive Learning
Face recognition
Consistency learning
Face forgery detection
Forgery detections
Learn+
Learning frameworks
Learning modules
Manipulation techniques
Noise
Regional noise
Security issues
Miracle: Multi-Action Reinforcement Learning-Based Chip Floorplanning Reasoner
会议论文
IEEE/ACM PROCEEDINGS DESIGN, AUTOMATION AND TEST IN EUROPE (DATE), Valencia, Spain, 25-27 March 2024
作者:
Bo Yang
;
Qi Xu
;
Geng H(耿浩)
;
Song Chen
;
Yi Kang
Adobe PDF(5327Kb)
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收藏
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浏览/下载:296/2
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提交时间:2024/04/05
Learning systems
Markov processes
Augmented graph
Chip design process
End to end
Floor-planning
Learn+
Learning frameworks
Machine learning techniques
Reasoners
Reinforcement learnings
Time-consuming tasks
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