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Tianjin University
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Teacher confidence can be the key to unlocking reliable predictions in autoregressive vision language models, leading to substantial performance gains across multiple benchmarks.
MAGE redefines memory management for long-horizon agents, achieving up to 20.4% higher task success rates while slashing token usage by over half.
