Sonnet Xu

Med-REDUCE: Representation transfer and efficiency under resolution constraints.

Vision foundation models achieve strong transfer performance but are typically evaluated at fixed spatial resolutions, leaving unclear how their representations degrade when input resolution is reduced, a common constraint in mobile clinical applications, telemedicine, and point-of-care devices. We present Med-REDUCE,...