2 papers
cs.CV2025
Impact of Clinical Image Quality on Efficient Foundation Model Finetuning
Yucheng Tang, Pawel Rajwa, Alexander Ng +11
Foundation models in medical imaging have shown promising label efficiency, achieving high performance on downstream tasks using only a fraction of the annotated data otherwise req…
cs.CV2025
Register Anything: Estimating "Corresponding Prompts" for Segment Anything Model
Shiqi Huang, Tingfa Xu, Wen Yan +2
Establishing pixel/voxel-level or region-level correspondences is the core challenge in image registration. The latter, also known as region-based correspondence representation, le…