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Rethinking Fetal Brain Atlas Construction: A Deep Learning Perspective
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Zhang, Kai
;
Huang, Shijie
;
Zhu, Fangmei
;
Ding, Zhongxiang
;
Chen, Geng
收藏
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浏览/下载:226/0
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提交时间:2024/11/29
Brain
Contrastive Learning
Deep learning
Image registration
Medical imaging
Atlas construction
Brain atlas
Deep learning
Feature space
Fetal brain
Geometric information
Learn+
Learning methods
Learning-based approach
Minimums distance
Forecasting interval-valued returns of crude oil: A novel kernel-based approach
期刊论文
JOURNAL OF FORECASTING, 2024, 卷号: 43, 期号: 8, 页码: 2937-2953
作者:
Yang, Kun
;
Xu, Xueqing
;
Wei, Yunjie
;
Wang, Shouyang
Adobe PDF(2309Kb)
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收藏
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浏览/下载:302/1
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提交时间:2024/06/21
Covariance matrix
Crude oil
Machine learning
Parameter estimation
Forecasting interval
High volatility
Interval-valued
Interval-valued time series
Kernel based approach
Kernel function
Multilayers perceptrons
Neural-networks
Random interval
Times series
P$2$OT: PROGRESSIVE PARTIAL OPTIMAL TRANSPORT FOR DEEP IMBALANCED CLUSTERING
会议论文
12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024
作者:
Zhang, Chuyu
;
Ren, Hui
;
He, Xuming
Adobe PDF(1521Kb)
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收藏
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浏览/下载:249/3
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提交时间:2024/08/23
Deep learning
Semantics
Clusterings
Imbalance distributions
Label information
Labelings
Learn+
Learning-based approach
Optimal transport
Practical problems
Semantic clustering
Transport problems
Self-Supervised Point Cloud Completion on Real Traffic Scenes Via Scene-Concerned Bottom-Up Mechanism
会议论文
PROCEEDINGS - IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, Taipei, Taiwan, July 18, 2022 - July 22, 2022
作者:
Yiming Ren
;
Peishan Cong
;
Xinge Zhu
;
Yuexin Ma
Adobe PDF(4897Kb)
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收藏
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浏览/下载:718/244
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提交时间:2022/09/30
Computer vision
Deep learning
Large dataset
'current
3-d scans
Bottom up
Learning-based approach
Partial geometry
Point-clouds
Real traffic
Self occlusion
Sensor resolution
Traffic scene
RandStainNA: Learning Stain-Agnostic Features from Histology Slides by Bridging Stain Augmentation and Normalization
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 18, 2022 - September 22, 2022
作者:
Shen, Yiqing
;
Luo, Yulin
;
Shen, Dinggang
;
Ke, Jing
Adobe PDF(7629Kb)
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收藏
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浏览/下载:444/77
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提交时间:2022/10/28
Color
Deep learning
Diagnosis
Histology
Learning systems
Generalization ability
Generalization Error
Histology images
Histology slides
Learning-based approach
Normalisation
Performance
Stain augmentation
Stain normalization
Template images
The limited-view compensation of photoacoustic tomography via deep learning
会议论文
PROGRESS IN BIOMEDICAL OPTICS AND IMAGING - PROCEEDINGS OF SPIE, Virtual, Online, United states, March 6, 2021 - March 11, 2021
作者:
Lan, Hengrong
;
Jiang, Daohuai
;
Gao, Fei
Adobe PDF(1078Kb)
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收藏
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浏览/下载:319/0
|
提交时间:2021/12/03
Biomedical signal processing
Computerized tomography
Image reconstruction
Image segmentation
Photoacoustic effect
Photons
Ultrafast lasers
Ultrasonic imaging
Biological tissues
End
to
end network
Learning
based approach
Photoacoustic tomography
Region of interest
Short
pulsed laser
Ultrasound imaging
View compensation
LAPNet: Non-rigid Registration derived in k-space for Magnetic Resonance Imaging
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 12
作者:
Thomas Küstner
;
Jiazhen Pan
;
Haikun Qi
;
Gastao Cruz
;
Christopher Gilliam
Adobe PDF(2972Kb)
|
收藏
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浏览/下载:499/112
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提交时间:2021/12/17
Deep learning
Image acquisition
Magnetic resonance imaging
Optical flows
Respiratory mechanics
Acceleration factors
Aliasing artifacts
Learning-based approach
Nonrigid registration
Optical flow methods
Parametric splines
Respiratory motions
Sampling trajectories
Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses
会议论文
MM 2020 - PROCEEDINGS OF THE 28TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, Virtual, Online, United states, October 12, 2020 - October 16, 2020
作者:
Jin, Jing
;
Hou, Junhui
;
Chen, Jie
;
Kwong, Sam
;
Yu, Jingyi
Adobe PDF(4289Kb)
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收藏
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浏览/下载:677/157
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提交时间:2022/12/09
Frequency estimation
Learning systems
Image reconstruction
Cameras
Data acquisition
Deep learning
Optical resolving power
Digital storage
High frequency HF
High resolution
High resolution camera
Learning methods
Learning-based approach
Low resolution
State of the art
Super resolution
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