Search Results for author: JunPing Wang

Found 4 papers, 0 papers with code

Constrained Maximum Cross-Domain Likelihood for Domain Generalization

no code implementations9 Oct 2022 Jianxin Lin, Yongqiang Tang, JunPing Wang, Wensheng Zhang

Finally, a Constrained Maximum Cross-domain Likelihood (CMCL) optimization problem is deduced, by solving which the joint distributions are naturally aligned.

Domain Generalization

Mitigating Both Covariate and Conditional Shift for Domain Generalization

no code implementations17 Sep 2022 Jianxin Lin, Yongqiang Tang, JunPing Wang, Wensheng Zhang

Domain generalization (DG) aims to learn a model on several source domains, hoping that the model can generalize well to unseen target domains.

Domain Generalization

Multi-Task Generative Adversarial Nets with Shared Memory for Cross-Domain Coordination Control

no code implementations1 Jul 2018 JunPing Wang, Wensheng Zhang, Ian Thomas, ShiHui Duan, YouKang Shi

The key challenges for the sequential decision process is to online generate sequential decision-making policy directly, and transferring knowledge across tasks domain.

Decision Making

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