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AugGPT: Leveraging ChatGPT for Text Data Augmentation
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2025, 卷号: 11, 期号: 3, 页码: 907-918
作者:
Dai, Haixing
;
Liu, Zhengliang
;
Liao, Wenxiong
;
Huang, Xiaoke
;
Cao, Yihan
Adobe PDF(1043Kb)
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浏览/下载:193/31
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提交时间:2025/03/14
Contrastive Learning - Data assimilation - Spatio-temporal data
Augmentation methods - Data augmentation - Few-shot learning - Language model - Language processing - Large language model - Natural language processing - Natural languages - Sample sizes - Text data
Structured IB: Improving Information Bottleneck with Structured Feature Learning
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025
作者:
Yang, Hanzhe
;
Wu, Youlong
;
We, Dingzhu
;
Zhou, Yong
;
Shi, Yuanming
收藏
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浏览/下载:0/0
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提交时间:2025/06/17
Cluster analysis
Deep neural networks
Digital arithmetic
Document Clustering
Feature learning
Generalisation
Images segmentations
Information bottleneck
Information bottleneck principles
Interpretability
Lagrangian methods
Neural-networks
Structured information
Learnable color space conversion and fusion for stain normalization in pathology images
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 101
作者:
Ke, Jing
;
Zhou, Yijin
;
Shen, Yiqing
;
Guo, Yi
;
Liu, Ning
Adobe PDF(6837Kb)
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浏览/下载:156/2
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提交时间:2025/01/10
Color image processing
Contrastive Learning
Convergence of numerical methods
Digital storage
Image segmentation
Medical imaging
Color space conversion
Color space fusions
Computer-assisted diagnostic systems
Image analyze
Image-analysis
Learnable color space conversion
Normalisation
Normalization methods
Pathology image analyze
Stain normalization
Efficient Wireless Federated Learning Via Low-Rank Gradient Factorization
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 卷号: 74, 期号: 4, 页码: 6811-6816
作者:
Mingzhao Guo
;
Dongzhu Liu
;
Osvaldo Simeone
;
Dingzhu Wen
Adobe PDF(820Kb)
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浏览/下载:227/52
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提交时间:2024/12/04
Benchmarking
Iterative methods
Jacobian matrices
Compression methods
Gradient factorization
Low rank compression
Low-rank matrices
Matrix factorizations
Over the airs
Over-the-air computation
Successive convex approximations
Wireless federated learning
Wireless systems
AASeg: Artery-aware Global-to-Local Framework for Aneurysm Segmentation in Head and Neck CTA Images
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 3, 页码: 1273-1283
作者:
Linlin Yao
;
Dongdong Chen
;
Xiangyu Zhao
;
Manman Fei
;
Zhiyun Song
Adobe PDF(20351Kb)
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浏览/下载:213/7
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提交时间:2024/11/28
Angiography
Graphic methods
Image segmentation
Medical computing
Network theory (graphs)
Aneurysm segmentation
Angiography images
Centerline graph
Centerlines
Computed tomography angiography
Geometric deep learning
Head and neck
Localisation
Medical intervention
Point-clouds
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
;
Ni, Na
Adobe PDF(2000Kb)
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浏览/下载:119/2
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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
LacGCL: Lightweight message masking with linear attention and cross-view interaction graph contrastive learning for recommendation
期刊论文
INFORMATION PROCESSING AND MANAGEMENT, 2025, 卷号: 62, 期号: 1
作者:
Jia, Haohe
;
Hou, Peng
;
Zhou, Yong
;
Zhu, Hongbin
;
Chai, Hongfeng
Adobe PDF(1539Kb)
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浏览/下载:356/2
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提交时间:2024/11/08
Adversarial machine learning
Federated learning
Computational costs
Cross-view
Dense matrix
Graph neural networks
Graph structures
High-accuracy
Interaction graphs
Learning methods
Matrix operations
Recommendation accuracy
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:221/0
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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
IRUM: An Image Representation and Unified Learning Method for Breast Cancer Diagnosis from Multi-View Ultrasound Images
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:
Chen, Haoyuan
;
Li, Yonghao
;
Zhang, Jiadong
;
Xu, Qi
收藏
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浏览/下载:286/0
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提交时间:2024/11/29
Contrastive Learning
Lung cancer
Medical imaging
Ultrasonic imaging
Breast Cancer
Breast cancer diagnosis
Breast ultrasound imaging
Clinical settings
Consistency learning
Image representations
Learning methods
Multi-view diagnose
Multi-views
Ultrasound images
A review of deep-learning-based super-resolution: From methods to applications
期刊论文
PATTERN RECOGNITION, 2025, 卷号: 157
作者:
Su, Hu
;
Li, Ying
;
Xu, Yifan
;
Fu, Xiang
;
Liu, Song
Adobe PDF(2480Kb)
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浏览/下载:358/3
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提交时间:2024/09/06
Deep learning
Degradation model
Image super resolutions
Multiple image
Multiple image super-resolution
Single image super-resolution
Single images
Superresolution
Superresolution methods
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