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cs.CV2026
SRPR-Net: Semantic and Relational Prompt Refinement for Automated SAM-based Instance Segmentation
Lufei Liu, Guojie Li, Suncheng Xiang +1
Instance segmentation is a fundamental computer vision task with diverse real-world applications. Recently, prompt-driven foundation models have shown promising generalization. How…
cs.CV2025
GroupKAN: Efficient Kolmogorov-Arnold Networks via Grouped Spline Modeling
Guojie Li, Tianyi Liu, Anwar P. P. Abdul Majeed +3
Medical image segmentation demands models that achieve high accuracy while maintaining computational efficiency and clinical interpretability. While recent Kolmogorov-Arnold Networ…