2 papers
cs.CV2026
Metric-Guided Feature Fusion of Visual Foundation Models for Segmentation Tasks
Yachan Guo, JoseLuis Gomez Zurita, Danna Xue +2
Although large-scale visual foundation models (VFMs) achieve remarkable performance in semantic understanding, they still underperform in instance-aware dense prediction tasks. The…
cs.CV2025
UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation
Yachan Guo, Yi Xiao, Danna Xue +2
Instance segmentation is crucial for autonomous driving, but is hindered by the lack of annotated real-world data due to expensive labeling costs. Unsupervised Domain Adaptation (U…