Keep It Frozen: Domain-Routed Conditional Residual Modulation for Multi-Domain Vision Transformers
DCRM-ViT is proposed, a domain-conditioned residual modulation framework for Vision Transformers that preserves general-vision knowledge while adapting to diverse medical and natural domains and achieves strong cross-domain performance with low overhead.
Ufaq Khan, Umair Nawaz, Massimo Caputo et al.
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