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From Models to Systems: A Comprehensive Survey of Efficient Multimodal Learning

Wang, Pan et al.
arXiv (All) · Papers
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computation-and-languagecomputer-vision-and-pattern-recognitionmultimedia
The rapid expansion of multimodal models has surfaced formidable bottlenecks in computation, memory, and deployment, catalyzing the rise of Efficient Multimodal Learning (EML) as a pivotal research frontier. Despite intensive progress, a cohesive understanding of what, how, and where efficiency is m
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