2026
DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging
AAAI 2026technical
Medical images exhibit latent anatomical groupings, such as organs, tissues, and pathological regions, that standard Vision Transformers (ViTs) fail to exploit. While recent work like SBM-Transformer attempts to incorporate such structures through stochastic binary masking, they suffer from non-diff