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This is an open source online test-time adaptation repository based on PyTorch. It is joint work by Robert A. Marsden and Mario Döbler. It is also the official repository for the work Introducing ...

VLOD-TTA adapts VL-ODs (e.g., YOLO-World, Grounding DINO) at inference with IoU-weighted entropy and image-conditioned prompt selection, optimizing lightweight adapters while preserving zero-shot ...