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UniVideo

Unified Understanding, Generation, and Editing for Videos

Cong Wei^{* 1,2}  Quande Liu^{† 2}  Zixuan Ye²  Qiulin Wang²  Xintao Wang² 
Pengfei Wan²  Kun Gai²  Wenhu Chen^{† 1} 

¹University of Waterloo  ²Kling Team, Kuaishou Technology 
^*Work done during an internship at Kling Team, Kuaishou Technology.  ^†Corresponding authors 

Arxiv Paper 🤗 HF Paper 🚧 Code (Under Review) 🤗 🚧 Model (Under Review)

In‑Context Generation

Instruction: "Panoramic shot, a man leaning against a tree, playing a beautiful melody on the guitar in his hand."

Instruction: "A man dressed in a vibrant Hawaiian shirt with a colorful floral pattern, sits on a beach lounge chair. On his shoulder, a Pikachu with a small detective hat perches. The man holds an ice cream cone, taking a bite."

Instruction: "A man wearing in a black T-shirt rides a majestic tiger across a sunlit plain. He holds a gaint RTX 4090 graphics card in one hand, maintaining perfect balance as the tiger moves gracefully."

Instruction: "Wu kong, clad in ornate golden armor adorned with intricate red and black patterns, strides confidently through the aisles of a brightly lit modern supermarket."

Instruction: "A futuristic stainless-steel Tesla Cybertruck glides smoothly across the surface of a calm ocean under bright sunlight"

Instruction: "A highly detailed Lego tank, constructed from interlocking bricks, rolls steadily through a dense, sun-dappled forest."

Visual Prompt Understanding

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In Context Editing

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Free-form Editing

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