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Forget training wheels: this training-free method leverages uncertainty to guide vision-language models to the right image regions, boosting performance on detail-oriented tasks.
Forget sparse annotations: a new dataset and compact VLM show that dense, complete screen parsing supervision unlocks substantial gains in UI understanding and grounding, even for large foundation models.
