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A Theoretical Analysis of Environment-Aware Out-of-Distribution Detection for Vision-Language ModelsContinual vision-language models (VLMs) encounter a stream of environments and must also reject inputs that do not belong to the environment at hand. Class information from earlier environments can aid out-of-distributio...