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RobustVLM: Enhancing Large Vision-Language Models through Adaptive Visual Context Learning, Weak-to-Strong Robust Transfer, and Domain-Adaptive Feedback

2026-05-19

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<title>Abstract</title> <p>Large Vision-Language Models have demonstrated remarkable capabilities in multimodal understanding, yet they face critical challenges in visual in-context learning, weak-to-strong generalization, and domain-specific reasoning. We propose RobustVLM, a unified framework that addresses these challenges through three complementary modules. First, Adaptive Visual Context Learning enables eff...

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Radiomics and Machine Learning in Medical Imaging

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Literature Corpus work: dae977eb-6bb4-5d46-a5b2-dfbb4d48ef60
DOI: 10.21203/rs.3.rs-9748489/v1

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