Author

Katelyn Gan

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Preprint Oct 2026

AdaLoop: Thinking with the Vision Encoder

AdaLoop is presented, a framework for question-conditioned visual recurrence in VLMs that adapts visual computation to the question and reuses the encoder's transformations across multiple iterations, with the pretrained vision weights frozen.

Xinran Nicole Han, Yi-Yang Lu, Katelyn Gan et al. · 0 citations