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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) \| 收藏 \| 浏览/下载：193/31 \| 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 \| 浏览/下载：0/0 \| 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) \| 收藏 \| 浏览/下载：156/2 \| 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) \| 收藏 \| 浏览/下载：227/52 \| 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) \| 收藏 \| 浏览/下载：213/7 \| 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) \| 收藏 \| 浏览/下载：119/2 \| 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) \| 收藏 \| 浏览/下载：356/2 \| 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 \| 浏览/下载：221/0 \| 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 \| 浏览/下载：286/0 \| 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) \| 收藏 \| 浏览/下载：358/3 \| 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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