Search Results for author: Yumin Zhang

Found 4 papers, 1 papers with code

Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis

no code implementations21 Sep 2022 Yumin Zhang, Yawen Hou, Xiuyi Chen, Hongyuan Yu, Long Xia

In the SAP, the semantic knowledge learned from the source lesion domain is transferred to consecutive target lesion domains.

Medical Diagnosis Unsupervised Domain Adaptation

Crucial Semantic Classifier-based Adversarial Learning for Unsupervised Domain Adaptation

no code implementations3 Feb 2023 Yumin Zhang, Yajun Gao, Hongliu Li, Ating Yin, Duzhen Zhang, Xiuyi Chen

Unsupervised Domain Adaptation (UDA), which aims to explore the transferrable features from a well-labeled source domain to a related unlabeled target domain, has been widely progressed.

Unsupervised Domain Adaptation

BAMBOO: a predictive and transferable machine learning force field framework for liquid electrolyte development

no code implementations10 Apr 2024 Sheng Gong, Yumin Zhang, Zhenliang Mu, Zhichen Pu, Hongyi Wang, Zhiao Yu, Mengyi Chen, Tianze Zheng, Zhi Wang, Lifei Chen, Xiaojie Wu, Shaochen Shi, Weihao Gao, Wen Yan, Liang Xiang

Despite the widespread applications of machine learning force field (MLFF) on solids and small molecules, there is a notable gap in applying MLFF to complex liquid electrolytes.

Knowledge Distillation

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