← Search

Tong Chu

2 accepted papers

2022

Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation

AAAI 2022technical

Source-Free Unsupervised Domain Adaptation(SFUDA) aims to adapt a pre-trained source model to an unlabeled target domain without access to the original labeled source domain samples. Many existing SFUDA approaches apply the self-training strategy, which involves iteratively selecting confidently pre…

2022

Undoing the Damage of Label Shift for Cross-Domain Semantic Segmentation

CVPR 2022poster

Existing works typically treat cross-domain semantic segmentation(CDSS) as a data distribution mismatch problem and focus on aligning the marginal distribution or conditional distribution. However, the label shift issue is unfortunately overlooked, which actually commonly exists in the CDSS task, an…

Cited by 29PDFcodeScholar