Look, Reason, Draw a Region: Recursive Refinement for Spatial Context Prediction
Repeatedly updates hidden reasoning and answer states from image features and a spatial-language prompt using a shared transformer. Decodes the refined answer state into a convex region mask and compares it with a single-step model.
First public: · Added to this list: October 22, 2026
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Recurrent reasoning — Repeat parts of the model or keep intermediate information in memory while working through a problem. Some methods also learn how many passes to run.