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AI Center-Toronto, Electronics, University of Toronto, Vector Institute
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AVIS achieves a superior accuracy-compute balance by dynamically adjusting visual context and reasoning depth, outperforming traditional single-axis optimization methods.
Looped Transformers can adapt their computational depth on the fly, opening the door to budget-aware LLMs that trade compute for accuracy.
