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Paperium
Paperium

Posted on • Originally published at paperium.net

MoGA: Mixture-of-Groups Attention for End-to-End Long Video Generation

How AI Can Create Minute‑Long Videos in a Flash

Ever wondered why making a long video with AI feels like watching paint dry? Scientists have discovered a clever shortcut called Mixture‑of‑Groups Attention, or MoGA, that lets computers focus only on the most important parts of a video, skipping the endless “noise.
” Imagine trying to find a friend in a crowded stadium – instead of scanning every face, you use a smart guide who points directly to the right rows.
That’s what MoGA does for video frames, matching the right pieces together without the heavy “block” calculations that used to slow everything down.
The result? An AI model that can spin out a full‑minute, multi‑scene clip at 24 frames per second, all in crisp 480p quality, without needing a super‑computer.
This breakthrough means creators can generate longer, richer videos faster and cheaper, opening doors for everything from indie filmmaking to personalized education.
It’s a glimpse of a future where AI‑crafted stories are as easy to make as posting a photo today.
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Read article comprehensive review in Paperium.net:
MoGA: Mixture-of-Groups Attention for End-to-End Long Video Generation

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