Author

Zhaonan Li

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Preprint Sep 2026

Don't Just Look, Intervene: Perturbation Based Region Labeling for VQA Images

Across competing automatic region-labeling mechanisms, CSGR annotations provide the most consistent gains over Cross Entropy-only finetuning in both in-domain and out-of-domain evaluations, indicating that the proposed labeling scheme captures useful region-level information.

Marko Jojic, Zhao-Nan Li, Ben Zhou · 0 citations