« UniVideo » : différence entre les versions
(Page créée avec « == EN CONSTRUCTION == == Définition == xxxxx == Français == '''UniVideo''' == Anglais == '''xxxUniVideoxx ''' A unified framework that combines video understanding, generation, and editing capabilities within a single model. Unlike existing approaches that handle these tasks separately, UniVideo can interpret complex multimodal instructions and perform diverse video operations through a dual-stream architecture. The system demonstrates strong performance a... ») |
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A unified framework that combines video understanding, generation, and editing capabilities within a single model. Unlike existing approaches that handle these tasks separately, UniVideo can interpret complex multimodal instructions and perform diverse video operations through a dual-stream architecture. The system demonstrates strong performance across multiple video tasks while enabling novel capabilities like visual prompt understanding and task composition. | A unified framework that combines video understanding, generation, and editing capabilities within a single model. Unlike existing approaches that handle these tasks separately, UniVideo can interpret complex multimodal instructions and perform diverse video operations through a dual-stream architecture. The system demonstrates strong performance across multiple video tasks while enabling novel capabilities like visual prompt understanding and task composition. | ||
UniVideo, a dual-stream framework combining a Multimodal Large Language Model and a Multimodal DiT, extends unified modeling to video generation and editing, achieving state-of-the-art performance and supporting task composition and generalization. | UniVideo, a dual-stream framework combining a Multimodal Large Language Model and a Multimodal DiT, extends unified modeling to video generation and editing, achieving state-of-the-art performance and supporting task composition and generalization. | ||
==Sources== | ==Sources== | ||
Dernière version du 27 octobre 2025 à 19:59
EN CONSTRUCTION
Définition
xxxxx
Français
UniVideo
Anglais
xxxUniVideoxx
A unified framework that combines video understanding, generation, and editing capabilities within a single model. Unlike existing approaches that handle these tasks separately, UniVideo can interpret complex multimodal instructions and perform diverse video operations through a dual-stream architecture. The system demonstrates strong performance across multiple video tasks while enabling novel capabilities like visual prompt understanding and task composition. UniVideo, a dual-stream framework combining a Multimodal Large Language Model and a Multimodal DiT, extends unified modeling to video generation and editing, achieving state-of-the-art performance and supporting task composition and generalization.
Sources
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