What Is Multimodal Artificial Intelligence Its Applications And Use

Chain of Thought

Jan 21 2025 nbsp 0183 32 1 1 Jason Wei www jasonwei AI 2022 2 OpenAI ChatGPT OpenAI

MLLM BLIP2 , DeCo Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models Q former

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2024 MMDiT

2024 MMDiT

, Aug 10 2025 nbsp 0183 32 LVLMs

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transformer

transformer , Multimodal VisualBERT VLBERT VideoBERT M6 Chimera DALL E CogView 8 1 Vision Transformer ViT 16x16 token Transformer

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As can be seen from the definition of multimodal multimodal data is heterogeneous but all belong to unstructured data And multi source heterogeneous data contains structured semistructured

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ACM MM 2022 CV ACM MM . 13 Nature Multimodal acoustic trap display MATD Multimodal Intermodal Multimodal Transport

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