Search Results for author: Jingge Wang

Found 3 papers, 0 papers with code

Enhancing Continuous Domain Adaptation with Multi-Path Transfer Curriculum

no code implementations26 Feb 2024 Hanbing Liu, Jingge Wang, Xuan Zhang, Ye Guo, Yang Li

Specifically, we construct a transfer curriculum over the source and intermediate domains based on Wasserstein distance, motivated by theoretical analysis of CDA.

Capacity Estimation Domain Adaptation +3

Generalizing to Unseen Domains with Wasserstein Distributional Robustness under Limited Source Knowledge

no code implementations11 Jul 2022 Jingge Wang, Liyan Xie, Yao Xie, Shao-Lun Huang, Yang Li

Domain generalization aims at learning a universal model that performs well on unseen target domains, incorporating knowledge from multiple source domains.

Domain Generalization Rotated MNIST +1

Class-conditioned Domain Generalization via Wasserstein Distributional Robust Optimization

no code implementations8 Sep 2021 Jingge Wang, Yang Li, Liyan Xie, Yao Xie

Given multiple source domains, domain generalization aims at learning a universal model that performs well on any unseen but related target domain.

Domain Generalization

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