Massimo Caputo

Keep It Frozen: Domain-Routed Conditional Residual Modulation for Multi-Domain Vision Transformers

Medical imaging remains challenging due to acoustic shadows, motion blur, and indistinct boundaries, while adapting vision models to such domains often requires heavy task-specific fine-tuning and can degrade general-image capability. We propose DCRM-ViT, a domain-conditioned residual modulation fra