Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models

Neural Information Processing Systems 

To address the label scarcity problem in practice, a number of approaches apply the test-time adaptation setting to the domain of adapting VLMs to downstream tasks, as shown in Figure 1.

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