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Predicting infant brain connectivity with federated multi-trajectory GNNs using scarce data
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102
作者:
Pistos, Michalis
;
Li, Gang
;
Lin, Weili
;
Shen, Dinggang
;
Rekik, Islem
Adobe PDF(5127Kb)
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收藏
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浏览/下载:25/1
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提交时间:2025/04/11
Adversarial machine learning
Contrastive Learning
Graph neural networks
Prediction models
Brain connectivity
Connectomics
Data scarcity
Graph neural networks
Learning frameworks
Longitudinal connectomic dataset
Multi-modal
Multimodal brain graph evolution prediction
Single-baseline
Trajectory prediction
Progressive self-supervised learning: A pre-training method for crowd counting
期刊论文
PATTERN RECOGNITION LETTERS, 2025, 卷号: 188, 页码: 148-154
作者:
Gu, Yao
;
Zheng, Zhe
;
Wu, Yingna
;
Xie, Guangping
Adobe PDF(2000Kb)
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浏览/下载:111/2
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提交时间:2025/02/12
Adversarial machine learning
Contrastive Learning
Federated learning
Crowd counting
Dataset construction
Feature representation
Images classification
Learning methods
Learning process
Modeling performance
Pre-training
Supervised learning approaches
Training methods
LetsGo: Large-Scale Garage Modeling and Rendering via LiDAR-Assisted Gaussian Primitives
期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2024, 卷号: 43, 期号: 6
作者:
Cui, Jiadi
;
Cao, Junming
;
Zhao, Fuqiang
;
He, Zhipeng
;
Chen, Yifan
Adobe PDF(26303Kb)
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浏览/下载:272/9
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提交时间:2024/12/13
Flow visualization
Gaussian distribution
Gaussian noise (electronic)
Geological surveys
Large datasets
Motion estimation
Rendering (computer graphics)
Three dimensional computer graphics
3d gaussian splatting
Garage dataset
Gaussians
Large-scale garage modeling
Large-scales
Level-of-detail rendering
LiDAR scanning
Neural rendering
Repetitive pattern
Splatting
HmPEAR: A Dataset for Human Pose Estimation and Action Recognition
会议论文
MM 2024 - PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, Melbourne, VIC, Australia, October 28, 2024 - November 1, 2024
作者:
Lin, Yitai
;
Wei, Zhijie
;
Zhang, Wanfa
;
Lin, Xiping
;
Dai, Yudi
Adobe PDF(4416Kb)
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收藏
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浏览/下载:200/1
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提交时间:2024/12/13
3D human pose estimation
Action recognition
Dataset
Human actions
Human pose
Human pose estimations
Human-action recognition
Motion capture system
Outdoor environment
Point-clouds
Large-Scale Indoor Visual-Geometric Multimodal Dataset and Benchmark for Novel View Synthesis
期刊论文
SENSORS, 2024, 卷号: 24, 期号: 17
作者:
Cao, Junming
;
Zhao, Xiting
;
Schwertfeger, Soren
Adobe PDF(12071Kb)
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浏览/下载:297/6
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提交时间:2024/09/23
novel view synthesis
3D reconstruction
indoor dataset
benchmark
Fast Design of Multi-Beam Metasurface Antennas Using Generative 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:
Xi Chong You
;
Feng Han Lin
Adobe PDF(4669Kb)
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浏览/下载:39/2
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提交时间:2025/03/03
Contrastive Learning
Deep learning
Federated learning
Accelerated design
Aided designs
Fast designs
Learning network
Machine-learning
Metasurface
Multibeams
Single-beam
Training dataset
Unit cells
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:56/3
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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
SAM-PS: Zero-shot Parking-slot Detection based on Large Visual Model
会议论文
2024 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), Jeju Island, Korea, Republic of, 2-5 June 2024
作者:
Heng Zhai
;
Jilin Mei
;
Liang Chen
;
Fangzhou Zhao
;
Xijun Zhao
Adobe PDF(3836Kb)
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浏览/下载:227/2
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提交时间:2024/07/22
Computer vision
Image segmentation
Zero-shot learning
'current
Detection methods
Learning-based methods
Model segment
Model-based OPC
Performance
Traditional computers
Training dataset
Training methods
Visual model
Contrastive Learning-Based Breast Tumor Segmentation in DCE-MRI
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Guo, Shanshan
;
Zhang, Jiadong
;
Gu, Dongdong
;
Gao, Fei
;
Zhan, Yiqiang
Adobe PDF(1519Kb)
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收藏
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浏览/下载:327/1
|
提交时间:2023/11/24
Diagnosis
Histology
Image enhancement
Image segmentation
Large dataset
Learning systems
Magnetic resonance imaging
Medical imaging
Signal encoding
Tumors
Automated segmentation
Breast tumour
Contrastive learning
Dynamic contrast-enhanced
Functional information
Morphological information
Over segmentation
Segmentation
Tumor segmentation
Tumour tissue
Modeling Life-Span Brain Age from Large-Scale Dataset Based on Multi-level Information Fusion
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Zhao, Nan
;
Pan, Yongsheng
;
Sun, Kaicong
;
Gu, Yuning
;
Liu, Mianxin
Adobe PDF(72883Kb)
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收藏
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浏览/下载:347/1
|
提交时间:2024/01/19
Brain
Forecasting
Large dataset
Risk assessment
Age predictions
Age-related
Brain age prediction
Brain disorders
Large-scale datasets
Lifespans
Multilevels
Potential risks
Prediction modelling
T1-weighted magnetic resonance imaging
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