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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:48/1
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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
Predicting Future Cognitive Development Using Past Brain FMRI with Spatiotemporal Graph Transformers Guided by Prior Information
会议论文
2025 IEEE 22ND INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Houston, TX, USA, 14-17 April 2025
作者:
Gaofeng Wu
;
Weijia Zhang
;
Zihao Zhu
;
Xinyi Cai
;
Yuxuan Hu
Adobe PDF(6780Kb)
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浏览/下载:244/14
|
提交时间:2024/11/29
Network theory (graphs)
Reinforcement learning
Brain networks
Brain regions
Cognitive development
Developmental trajectory
Infant development
Language model
Large language model
Outcome prediction
Prior information
Spatio-temporal graphs
A battery capacity trajectory prediction framework with mileage correction for electric buses
期刊论文
JOURNAL OF ENERGY STORAGE, 2025, 卷号: 110
作者:
Xu, Yifei
;
Yang, Hengzhao
Adobe PDF(2195Kb)
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浏览/下载:62/2
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提交时间:2025/02/12
Trajectories
Battery capacity
Battery capacity trajectory prediction
Electric bus
Feature engineerings
Field data
Mileage correction
Prediction errors
Sequence structure
Sequence-to-sequence structure
Trajectory prediction
Vehicle Trajectory Prediction Using Residual Diffusion Model Based on Image Information
期刊论文
APPLIED SCIENCES (SWITZERLAND), 2024, 卷号: 14, 期号: 22
作者:
He, Wei
;
Li, Haoxuan
;
Wang, Tao
;
Wang, Nan
Adobe PDF(1195Kb)
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浏览/下载:136/2
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提交时间:2024/12/13
Digital elevation model
Automatic driving
Autonomous driving
De-noising
Diffusion model
Model-based OPC
Multi-vehicles
Residual diffusion model
Trajectory prediction
Vehicle trajectories
Vehicle trajectory predictions
GANet: Goal Area Network for Motion Forecasting
会议论文
PROCEEDINGS - IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, London, United kingdom, May 29, 2023 - June 2, 2023
作者:
Mingkun Wang
;
Xinge Zhu
;
Changqian Yu
;
Wei Li
;
Yuexin Ma
Adobe PDF(534Kb)
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收藏
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浏览/下载:519/136
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提交时间:2023/09/08
Constraint theory
Forecasting
Motion estimation
Roads and streets
Semantics
Area-based
Autonomous driving
Condition
Forecasting methods
Motion trajectories
Motion uncertainty
Point representations
Search spaces
Soft constraint
Trajectory prediction
Forecasting Human Trajectory from Scene History
会议论文
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, New Orleans, LA, United states, November 28, 2022 - December 9, 2022
作者:
Mancheng, Meng
;
Ziyan, Wu
;
Terrence Chen
;
Xiran,Cai
;
Xiang Sean Zhou
Adobe PDF(7736Kb)
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收藏
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浏览/下载:306/1
|
提交时间:2023/04/17
Benchmarking
Forecasting
Random processes
Cross-modal interaction
Effective approaches
Floorplans
History informations
Human movements
Interaction modules
Interactivity
Simple++
Trajectory prediction
Two-component
Cross-domain Trajectory Prediction with CTP-Net
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Beijing, China, August 27, 2022 - August 28, 2022
作者:
Huang, Pingxuan
;
Cui, Zhenhua
;
Li, Jing
;
Gao, Shenghua
;
Hu, Bo
Adobe PDF(428Kb)
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浏览/下载:326/68
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提交时间:2023/03/10
iscriminators
Forecasting
Cross-domain
Cross-domain feature discriminator
Domain adaptation
Domain feature
Pedestrian trajectories
Prediction methods
Target domain
Trajectory prediction
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