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Abstract: The advent of large pre-trained models has created a paradigm where efficient adaptation to data-scarce downstream tasks is paramount, yet remains a formidable challenge. Low-resource ...
Abstract: Vision Language Models (VLMs) have undergone significant advancements, particularly with the emergence of mobile-oriented VLMs, which offer a wide range of application scenarios. However, ...