ABRA: Teleporting Fine-Tuned Knowledge Across Domains for Open-Vocabulary Object Detection

ArXi:2603.12409v1 Announce Type: new Although recent Open-Vocabulary Object Detection architectures, such as Grounding DINO, nstrate strong zero-shot capabilities, their performance degrades significantly under domain shifts. Moreover, many domains of practical interest, such as nighttime or foggy scenes, lack large annotated datasets, preventing direct fine-tuning. In this paper, we