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Phenaki

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#ImageGen Video is just released, but I believe that #Phenaki also from @GoogleAI is much better and will lead the path while ImageGen and Make-a-video from Meta AI are a dead end. This thread explains why.

MakeAVideo (and imageGen) learn "text to images" and next frame prediction independently. While #Phenaki can learn from text and video pairs. twitter.com/dh7net/status/1576658264959242242?s=20&t=phEPJEtbOLxDevH35KE5Fw

One of the primary challenges for generating videos from text is to get a compressed representation of videos. They solved that by using an encoder-decoder. It encodes a video in a list of tokens and can decode these tokens into videos.

I'm assuming it first learns to encode tokens and decode them without prompts. Then the network learns to predict masked tokens, guided by a prompt.

The video generation is done like an RNN, by predicting tokens one after each other with a prompt as guidance for each step.

This method is better than MakeAVideo or ImageGen because it can generate arbitrary long videos, with multiple prompts to describe a full story. twitter.com/dh7net/status/1575747858585866240?s=20&t=phEPJEtbOLxDevH35KE5Fw

Also this method will soon benefit from ImageGen which much better for super- resolution: twitter.com/doomie/status/1577715163855171585?s=20&t=r_uy34KTCww7AVYIN3SVSg

You can expect more Breakthru in the coming weeks!

Typefully

Write better contentGrow your audience faster

Built for 𝕏 and LinkedIn, powered by AI

Write & schedule, effortlessly

Publish anywhere

AI ideas and rewrites

Turn your tweets & threads into a social blog

Powerful analytics to grow faster

Never run out of ideas

Share drafts & leave comments

Create giveaways with Auto-DMs

Creators love Typefully

170,000+ creators and teams chose Typefully to curate their Twitter presence.

Queue your content in seconds

Write, schedule and boost your tweets - with no need for extra apps.

Schedule with one click

Pick the perfect time

Boost your content

Start creating a content queue.

Write once, publish everywhere

We natively support multiple platforms, so that you can expand your reach easily.

Check the analytics that matter

Build your audience with insights that make sense.

Writing prompts & personalized post ideas

Break through writer's block with great ideas and suggestions.

Never run out of ideas

Use AI for personalized suggestions

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Typefully

Phenaki

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