
MLLMs enhance visual-language representation learning by extending diverse captions for each image and addressing issues of hallucinations and monotonous language styles.


coremsg

augmented-visual-language-representation-learning-with-mllms


Augmented Visual-Language Representation Learning with MLLMs


title_rewrite


MLLMs can enhance visual-language representation learning by extending diverse captions for each image, improving performance in various tasks.


mllms-augmented-visual-language-representation-learning-enhancing-image-text-associations-with-multiple-large-language-models


MLLMs-Augmented Visual-Language Representation Learning: Enhancing Image-Text Associations with Multiple Large Language Models
