Shifting Adaptation from Weight Space to Memory Space: A Memory-Augmented Agent for Medical Image Segmentation

Shifting Adaptation from Weight Space to Memory Space: A Memory-Augmented Agent for Medical Image Segmentation explores MemSeg-Agent offers a memory-augmented approach to medical image segmentation, enabling few-shot learning and adaptation to new datasets without fine-tuning the entire model.. Commercial viability score: 7/10 in Medical AI.