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Preprint Oct 2026

Look Where You Say You're Looking: Self-Grounded Attention for Visual Reasoning

We introduce Self-Saliency, a method for training Vision-Language Models (VLMs) to increase the alignment between their visual attention and the image regions mentioned in their reasoning. Self-Saliency uses a grounding model to localize the objects mentioned in each reasoning step and treats the resulting areas as sup...

Uri Berger, Gal Chechik, Gal Dalal · 1 citation

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