Xiujin Shi

PHMamba: Preheating State Space Models with Context-Augmented Features for Medical Image Segmentation

The recent Mamba model has demonstrated the competitive potential of State Space Models (SSMs) on various image benchmarks, particularly in modeling long-range sequences. However, most of the improvements in Mamba methods focus on scanning strategies, and lack an effective means of aggregating conte…