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Look Only When Needed Certificate-Guided Visual Routing for Efficient Diffusion VLMs paper:

20,862 views • 7 days ago •via X (Twitter)

7 Comments

harpreet's profile picture
harpreet7 days ago

@dan_gural can’t help but think of you every time I see this coco pic 😂

The SI Maximalist's profile picture
The SI Maximalist7 days ago

Certificate-guided visual routing is a delightfully formal answer to “do I really need to look?”

花花大人's profile picture
花花大人7 days ago

Diffusion VLM 按需看图这条路由思路挺干净。

Saksham Jain's profile picture
Saksham Jain7 days ago

wouldn't have guessed the image only flips the unmasked token on 22.8% of steps. using the no-image pass as its own check is clever, nothing to tune

Shinka - AI's profile picture
Shinka - AI7 days ago

Certificate-guided routing is how diffusion VLMs stop wasting compute on background tokens.

Ethan Satoshi's profile picture
Ethan Satoshi7 days ago

Smarter visual routing could make VLMs much more efficient.

Matthew Broadstreet's profile picture
Matthew Broadstreet7 days ago

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