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Long Context Tuning for Video Generation

AK

401,200 subscribers

38,271 次观看 • 1 年前 •via X (Twitter)

Anya Rossi• Live Now

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6 条评论

AK 的头像

AK1 年前

discuss:

Solar Heavy 的头像

Solar Heavy1 年前

Come Around Music Video out now

Ceyuan Yang 的头像

Ceyuan Yang1 年前

thanks for sharing. Please check out webpage for more results

Seung Oh Jung 的头像

Seung Oh Jung1 年前

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

tism 的头像

tism1 年前

Great work.

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Nemesis1 年前

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:

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 次观看 • 1 年前

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

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

27,473 次观看 • 9 个月前

🔥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

🔥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

14,185 次观看 • 10 个月前

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)

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)

Vincent Sitzmann

54,432 次观看 • 20 天前

Mixture of Contexts for Long Video Generation

Mixture of Contexts for Long Video Generation

AK

16,313 次观看 • 10 个月前

FramePack is out Packing Input Frame Context in Next-Frame Prediction Models for Video Generation

FramePack is out Packing Input Frame Context in Next-Frame Prediction Models for Video Generation

AK

31,486 次观看 • 1 年前

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.

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.

Ceyuan Yang

22,141 次观看 • 10 个月前

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:

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

50,272 次观看 • 9 个月前

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

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

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20,375 次观看 • 3 个月前

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22,878 次观看 • 1 年前

A video for context.

A video for context.

Moofah Melody

288,404 次观看 • 1 年前

the video for context

the video for context

star 🦋🌸

16,850 次观看 • 11 个月前

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:

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 次观看 • 1 年前

for context here the video

for context here the video

krishvaani era

18,232 次观看 • 11 个月前