Harnessing Image Question Dependence for Better VLM Test-time Reinforcement Learning
Test-time reinforcement learning can adapt vision-language models (VLMs) to unlabeled target data, but its effectiveness is fundamentally limited by the reliability of self-generated learning signals. To assess the reliability of consensus-based learning signals, we analyze VLM test-time reinforcement learning across d...
Xinrui He, Ting-Wei Li, Jun-Ting Wang et al.
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