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Computer Vision and Pattern Recognition

Concerns with enabling computers to interpret and understand visual inputs, such as images and videos.

On the Out-Of-Distribution Generalization of Multimodal Large Language Models

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The article investigates the generalization capabilities of Multimodal Large Language Models (MLLMs) under out-of-distribution scenarios and domain-specific tasks. Evaluations across synthetic images, real-world distributional shifts, and specialized datasets like medical…

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