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Step-video-t2v technical report: The practice, challenges, and future of video foundation model

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

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cs.CV 2

years

2025 2

verdicts

UNVERDICTED 2

representative citing papers

SkyReels-V2: Infinite-length Film Generative Model

cs.CV · 2025-04-17 · unverdicted · novelty 6.0

SkyReels-V2 produces infinite-length film videos via MLLM-based captioning, progressive pretraining, motion RL, and diffusion forcing with non-decreasing noise schedules.

Show-o2: Improved Native Unified Multimodal Models

cs.CV · 2025-06-18 · unverdicted · novelty 4.0

Show-o2 unifies text, image, and video understanding and generation in a single autoregressive-plus-flow-matching model built on 3D causal VAE representations.

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Showing 2 of 2 citing papers.

  • SkyReels-V2: Infinite-length Film Generative Model cs.CV · 2025-04-17 · unverdicted · none · ref 19

    SkyReels-V2 produces infinite-length film videos via MLLM-based captioning, progressive pretraining, motion RL, and diffusion forcing with non-decreasing noise schedules.

  • Show-o2: Improved Native Unified Multimodal Models cs.CV · 2025-06-18 · unverdicted · none · ref 78

    Show-o2 unifies text, image, and video understanding and generation in a single autoregressive-plus-flow-matching model built on 3D causal VAE representations.