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A Survey Unifying Video Foundation Models Through World Modeling: Reading, Writing, Sharing, and Interacting

HuggingFace Daily Papers

A survey examines video foundation models and video world models through the unifying lens of world modeling, organizing the literature into four complementary operations: reading, which infers world properties from observed video; writing, which synthesizes video from specified or learned conditions; sharing, which integrates understanding and generation through common modeling mechanisms; and interacting, which predicts and updates world states under actions and observations.

Part of the event: Published a Unified Perspective Review of Video World Models

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