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Domain generalization for mammographic image analysis with contrastive learning 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2025, 卷号: 185
作者:  Li, Zheren;  Cui, Zhiming;  Zhang, Lichi;  Wang, Sheng;  Lei, Chenjin
Adobe PDF(2356Kb)  |  收藏  |  浏览/下载：245/39  |  提交时间：2024/12/27
Harmonizing Generalization and Personalization in Federated Prompt Learning 会议论文
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, Vienna, Austria, July 21, 2024 - July 27, 2024
作者:  Cui, Tianyu;  Li, Hongxia;  Wang, Jingya;  Shi, Ye
Adobe PDF(854Kb)  |  收藏  |  浏览/下载：203/6  |  提交时间：2024/10/11
CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 89
作者:  Gu, Ran;  Wang, Guotai;  Lu, Jiangshan;  Zhang, Jingyang;  Lei, Wenhui
Adobe PDF(4796Kb)  |  收藏  |  浏览/下载：589/75  |  提交时间：2023/08/11
Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Segmentation 预印本
2023
作者:  Chen, Ziyang;  Pan, Yongsheng;  Ye, Yiwen;  Cui, Hengfei;  Xia, Yong
Adobe PDF(2072Kb)  |  收藏  |  浏览/下载：156/0  |  提交时间：2024/01/09
Domain Generalization for Mammographic Image Analysis via Contrastive Learning 预印本
2023
作者:  Li, Zheren;  Cui, Zhiming;  Zhang, Lichi;  Wang, Sheng;  Lei, Chenjin
Adobe PDF(2687Kb)  |  收藏  |  浏览/下载：192/0  |  提交时间：2024/01/09
SIMPLE: Specialized Model-Sample Matching for Domain Generalization 会议论文
THE 11TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, Kigali, Rwanda, May 1, 2023 - May 5, 2023
作者:  Li, Ziyue;  Ren, Kan;  Jiang, Xinyang;  Shen, Yifei;  Zhang, Haipeng
Adobe PDF(4526Kb)  |  收藏  |  浏览/下载：366/0  |  提交时间：2023/03/25
Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation 会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, New Orleans, LA, United states, December 10, 2023
作者:  Li, Bingnan
Adobe PDF(4714Kb)  |  收藏  |  浏览/下载：178/0  |  提交时间：2024/02/23
Fed-CO2: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning 会议论文
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, New Orleans, LA, United states, December 10, 2023 - December 16, 2023
作者:  Cai, Zhongyi;  Shi, Ye;  Huang, Wei;  Wang, Jingya
Adobe PDF(1759Kb)  |  收藏  |  浏览/下载：191/4  |  提交时间：2024/05/11
Treasure in Distribution: A Domain Randomization Based Multi-source Domain Generalization for 2D Medical Image Segmentation 会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023
作者:  Chen, Ziyang;  Pan, Yongsheng;  Ye, Yiwen;  Cui, Hengfei;  Xia, Yong
Adobe PDF(2072Kb)  |  收藏  |  浏览/下载：229/26  |  提交时间：2024/01/19
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning 会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Virtual, Online, September 27, 2021 - October 1, 2021
作者:  Li, Zheren;  Cui, Zhiming;  Wang, Sheng;  Qi, Yuji;  Ouyang, Xi
Adobe PDF(193940Kb)  |  收藏  |  浏览/下载：444/0  |  提交时间：2021/12/03
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