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Long Context Tuning for Video Generation

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AK

401,200 subscribers

38,271 просмотров • 1 год назад •via X (Twitter)

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Комментарии: 6

Фото профиля AK
AK1 год назад

discuss:

Фото профиля Solar Heavy
Solar Heavy1 год назад

Come Around Music Video out now

Фото профиля Ceyuan Yang
Ceyuan Yang1 год назад

thanks for sharing. Please check out webpage for more results

Фото профиля Seung Oh Jung
Seung Oh Jung1 год назад

that women walks so much to the point she is running a marathon now at this point.

Фото профиля tism
tism1 год назад

Great work.

Фото профиля Nemesis
Nemesis1 год назад

Long Context Tuning for Video Generation sounds like a fascinating area of research. It's exciting to see advancements in video processing!

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We propose Long Context Tuning (LCT) for scene-level video generation to bridge the gap between current single-shot generation and real-world narrative video productions. Homepage: Report:
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We propose Long Context Tuning (LCT) for scene-level video generation to bridge the gap between current single-shot generation and real-world narrative video productions. Homepage: Report:

Ceyuan Yang

46,813 просмотров • 1 год назад

This is a step forward for long-context video tuning, which has already unlocked impressive multi-shot video generation pipelines from . Generating minutes- or even hour-long videos without drifting or forgetting is not "coming soon" -- it is already here. 3/4
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This is a step forward for long-context video tuning, which has already unlocked impressive multi-shot video generation pipelines from . Generating minutes- or even hour-long videos without drifting or forgetting is not "coming soon" -- it is already here. 3/4

Gordon Wetzstein

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🔥1-min Interactive Video Generation with Multimodal Control🔥 Towards *long-context world model*, #LongVie is an end-to-end autoregressive framework for controllable ultra-long video generation - Page: - Paper: . Thanks AK
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🔥1-min Interactive Video Generation with Multimodal Control🔥 Towards *long-context world model*, #LongVie is an end-to-end autoregressive framework for controllable ultra-long video generation - Page: - Paper: . Thanks AK

Ziwei Liu

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Introducing MilliVid, our new method for long-context video generation! MilliVid creates videos that are consistent over long time spans, without using retrieval heuristics or 3D maps! (1/n)
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Introducing MilliVid, our new method for long-context video generation! MilliVid creates videos that are consistent over long time spans, without using retrieval heuristics or 3D maps! (1/n)

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Mixture of Contexts for Long Video Generation
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Mixture of Contexts for Long Video Generation

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Long video generation usually results in context increasing/scaling during chunk/frame-wise rollout. Considering context scaling may require context selection, we thus introduce the idea of MoE into long context modelling and propose Mixture of Contexts. All previous context/memory is considered while the chosen ones are computed in a data-driven manner. You can easily enjoy 7x compute savings.
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Just for fun, here's what 32 simultaneous long-context generations with Qwen3 Next 80B looks like on an M3 Ultra. Using the new batch generation in mlx-lm. Context size for each is about 5k tokens:
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Just for fun, here's what 32 simultaneous long-context generations with Qwen3 Next 80B looks like on an M3 Ultra. Using the new batch generation in mlx-lm. Context size for each is about 5k tokens:

Awni Hannun

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Mode Seeking meets Mean Seeking for Fast Long Video Generation paper:
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Mode Seeking meets Mean Seeking for Fast Long Video Generation paper:

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A video for context.
1:13

A video for context.

Moofah Melody

288,404 просмотров • 1 год назад

the video for context
1:51

the video for context

star 🦋🌸

16,850 просмотров • 11 месяцев назад

A deep conversation with Nikolay Savinov, the Gemini long context pre-training co-lead… We go from the basics to what is needed to scale to infinite context to long context best practices for devs:
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A deep conversation with Nikolay Savinov, the Gemini long context pre-training co-lead… We go from the basics to what is needed to scale to infinite context to long context best practices for devs:

Logan Kilpatrick

252,322 просмотров • 1 год назад

the video for context ❤️
2:27

the video for context ❤️

Mudit ♊

113,566 просмотров • 8 месяцев назад