Visual representations in VLMs converge quickly to stable low-complexity forms while text continues evolving, with task-dependent needs for sustained image token access.
Words or vision: Do vision-language models have blind faith in text? InProceedings of the Compute r Vision and Pattern Recognition Conference, pages 3867–3876
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Do Vision Language Models Need to Process Image Tokens?
Visual representations in VLMs converge quickly to stable low-complexity forms while text continues evolving, with task-dependent needs for sustained image token access.