18 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.CV2024★ 5 cited
BiPC: Bidirectional Probability Calibration for Unsupervised Domain Adaption
Wenlve Zhou, Zhiheng Zhou, Junyuan Shang +4
Unsupervised Domain Adaptation (UDA) leverages a labeled source domain to solve tasks in an unlabeled target domain. While Transformer-based methods have shown promise in UDA, thei…
cs.CV2024★ 18 cited
Unsupervised Domain Adaption Harnessing Vision-Language Pre-training
Wenlve Zhou, Zhiheng Zhou
This paper addresses two vital challenges in Unsupervised Domain Adaptation (UDA) with a focus on harnessing the power of Vision-Language Pre-training (VLP) models. Firstly, UDA ha…
cs.CV2024
Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation
Wenlve Zhou, Zhiheng Zhou, Tianlei Wang +1
Unsupervised Domain Adaptation (UDA) endeavors to adjust models trained on a source domain to perform well on a target domain without requiring additional annotations. In the conte…