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Discriminative-Guided Diffusion-Based Self-supervised Monocular Depth Estimation
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Urumqi, China, October 18, 2024 - October 20, 2024
作者:
Liu, Runze
;
Zhang, Guanghui
;
Zhu, Dongchen
;
Wang, Lei
;
Zhang, Xiaolin
收藏
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浏览/下载:178/0
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提交时间:2024/12/13
Generative adversarial networks
Image denoising
Semi-supervised learning
Critical tasks
Depth Estimation
Diffusion model
Discriminative networks
Estimation algorithm
High-accuracy
Modeling approach
Monocular depth estimation
Photometrics
Real-world scenario
Towards Accurate Fetal Brain Parcellation via Hierarchical Network and Loss
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:
Huang, Shijie
;
Zhang, Kai
;
Huang, Jiawei
;
Kong, Lingnan
;
Zhu, Fangmei
收藏
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浏览/下载:232/0
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提交时间:2024/11/29
Brain mapping
Deep learning
Image coding
Image enhancement
Image segmentation
Labeled data
Neonatal monitoring
Nuclear magnetic resonance
Self-supervised learning
Semi-supervised learning
Brain regions
Data augmentation
Fetal brain
Fine grained
Hierarchical model
Hierarchical network
Human Connectome
Segmentation
Semi-supervised learning
Simple++
Self-Supervised Machine Learning Framework for Online Container Security Attack Detection
期刊论文
ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, 2024, 卷号: 19, 期号: 3
作者:
Tunde-Onadele, Olufogorehan
;
Lin, Yuhang
;
Gu, Xiaohui
;
He, Jingzhu
;
Latapie, Hugo
Adobe PDF(22391Kb)
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浏览/下载:229/3
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提交时间:2024/10/25
Adversarial machine learning
Contrastive Learning
Federated learning
Semi-supervised learning
Unsupervised learning
Additional key word and phrasesperformance debugging
Attack detection
Causal analysis
Hybrid learning
Key words
Learning frameworks
Learning schemes
Microservice
Security attacks
Supervised machine learning
Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network
会议论文
2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), Seattle, WA, USA, 16-22 June 2024
作者:
Wenqiao Li
;
Xiaohao Xu
;
Yao Gu
;
Bozhong Zheng
;
Shenghua Gaol
Adobe PDF(2323Kb)
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收藏
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浏览/下载:355/57
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提交时间:2024/09/23
Anomaly detection
Benchmarking
Large datasets
Semi-supervised learning
3-D vision
Anomaly detection
Anomaly detection 3d vision self-supervised
Anomaly localizations
Current modeling
Detection and localization
Fine grained
Learning network
Point-clouds
Reconstruction networks
Semi-Supervised Learning of Visual Attributes for Automated Assessment of Lung Nodule Malignancy
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Liyun Chen
;
Linlin Yao
;
Qian Wang
;
Zhong Xue
Adobe PDF(4167Kb)
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浏览/下载:189/5
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提交时间:2024/08/26
Adversarial machine learning
Contrastive Learning
Federated learning
Prediction models
Self-supervised learning
Semi-supervised learning
Automated assessment
Classification tasks
Interpretability
Learning models
Lung nodule
Malignancy classification
Prediction modelling
Semi-supervised
Semi-supervised learning
Visual attributes
CARDIAC CINE MRI MOTION CORRECTION USING DIFFUSION MODELS
会议论文
21ST INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, 27-30 May 2024
作者:
Yang Liu
;
Jiameng Diao
;
Zijian Zhou
;
Haikun Qi
;
Peng Hu
Adobe PDF(17051Kb)
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收藏
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浏览/下载:327/7
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提交时间:2024/04/08
Contrastive Learning
Deep learning
Diffusion tensor imaging
Gaussian noise (electronic)
Image acquisition
Image denoising
Image sampling
Nuclear magnetic resonance
Self-supervised learning
Semi-supervised learning
Cine magnetic resonance imaging
Corrupted images
De-noising
Diffusion model
Dynamic images
Generative model
Motion artifact
Motion correction
Probabilistic models
Scan time
Anatomical Prior and Inter-slice Consistency for Semi-supervised Vertebral Structure Detection in 3D Ultrasound Volume
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: PP, 期号: 99, 页码: 1-12
作者:
Zeng, Hongye
;
Zhou, Kang
;
Ge, Songhan
;
Gao, Yuchong
;
Zhao, Jianhao
Adobe PDF(3621Kb)
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浏览/下载:285/5
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提交时间:2024/02/23
Vertebral structure detection
3D ultrasound volume
Semi-supervised learning
Anatomical prior
Inter-slice consistency
Job analysis
Musculoskeletal system
Supervised learning
Three dimensional displays
3-D ultrasound
3d ultrasound volume
Anatomical priors
Annotation
Heating system
Scoliosis
Structure detection
Task analysis
Three-dimensional display
Ultrasound volume
A Lightweight Semi-supervised Eye Semantic Segmentation Method Based on Iterative Learning
会议论文
JOURNAL OF PHYSICS: CONFERENCE SERIES, Hybrid, Singapore, Singapore, February 23, 2024 - February 25, 2024
作者:
Qi, Ruochen
;
Zhang, Guanghui
;
Zhu, Dongchen
;
Shi, Wenjun
;
Zhang, Xiaolin
Adobe PDF(1615Kb)
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收藏
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浏览/下载:219/0
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提交时间:2024/06/07
Image representation
Learning systems
Semantic Segmentation
Semantics
Biometric recognition
Computation costs
Eye images
Feature learning
Image data
Iterative learning
Learning modules
Segmentation methods
Semantic segmentation
Semi-supervised
Speckle Noise Reduction for Medical Ultrasound Images Using Hybrid CNN-Transformer Network
期刊论文
IEEE ACCESS, 2024, 卷号: 12, 页码: 168607-168625
作者:
Anparasy Sivaanpu
;
Kumaradevan Punithakumar
;
Rui Zheng
;
Michelle Noga
;
Dean Ta
Adobe PDF(5473Kb)
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收藏
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浏览/下载:111/2
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提交时间:2024/11/28
Convolutional neural networks
Deep neural networks
Image coding
Image denoising
Image enhancement
Image quality
Image segmentation
Network coding
Self-supervised learning
Semi-supervised learning
Ultrasonic imaging
Convolutional neural network
De-noising
Deep learning
Encoder-decoder
Hybrid network
Limited resolution
Medical ultrasound images
Speckle noise
Speckle noise reduction
Ultrasound images
Robust embedding regression for semi-supervised learning
期刊论文
PATTERN RECOGNITION, 2024, 卷号: 145
作者:
Bao, Jiaqi
;
Kudo, Mineichi
;
Kimura, Keigo
;
Sun, Lu
Adobe PDF(2659Kb)
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收藏
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浏览/下载:435/0
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提交时间:2023/10/13
Classification (of information)
Feature Selection
Iterative methods
Regression analysis
Embeddings
Features selection
Labeled data
Low-rank representations
Nuclear norm
Real-world
Ridge regression
Semi-supervised learning
Semi-supervised method
Unlabeled data
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