AI RESEARCH
ZeroSiam: An Efficient Asymmetry for Test-Time Entropy Optimization without Collapse
arXiv CS.LG
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ArXi:2509.23183v2 Announce Type: replace Test-time entropy minimization helps adapt a model to novel environments and incentivize its reasoning capability, unleashing the model's potential during inference by allowing it to evolve and improve in real-time using its own predictions, achieving promising performance.