Gaochang Wu

Unified Domain Adaptive Semantic Segmentation

2023 · arXiv (Cornell University)

Unsupervised Domain Adaptive Semantic Segmentation (UDA-SS) aims to transfer the supervision from a labeled source domain to an unlabeled target domain. The majority of existing UDA-SS works typically consider images whilst recent attempts have extended …

Pseudo Progressive Global to Local Transformer Network for Segmentation Refinement

2025 · IEEE Transactions on Emerging Topics in Computational Intelligence

Segmentation refinement attains high-quality performance by identifying and correcting error-prone points. Existing refinement algorithms primarily focus on querying error-prone points located around object boundaries and conducting per-pixel refinement through networks with a global receptive field, …