2 papers
cs.CV2026
MetaSR: Content-Adaptive Metadata Orchestration for Generative Super-Resolution
Jiaqi Guo, Mingzhen Li, Haohong Wang +1
We study generative super-resolution (SR) in real-world scenarios where content and degradations vary across domains, genres, and segments. For example, images and videos may alter…
cs.CV2025
Vision-Language Enhanced Foundation Model for Semi-Supervised Medical Image Segmentation
Jiaqi Guo, Mingzhen Li, Hanyu Su +8
Semi-supervised learning (SSL) has emerged as an efficient paradigm for medical image segmentation, reducing the reliance on extensive expert annotations. Vision-language models (V…