Author

V. Mygdalis

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Preprint Jul 2026

TestMate: Test-Time Domain Adaptation Aided by Lightweight Vision Foundation Model

TestMate is introduced, a novel, real-time, and backpropagation-free TTDA framework that enables immediate adaptation from the first frame, inherently avoids catastrophic forgetting and effectively preserves fine object details and boundaries, even for small objects.

Dimitrios Fotiou, V. Mygdalis, I. Pitas · 0 citations