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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

harpreet7 days ago
@dan_gural can’t help but think of you every time I see this coco pic 😂

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7 days ago
Diffusion VLM 按需看图这条路由思路挺干净。

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 - AI7 days ago
Certificate-guided routing is how diffusion VLMs stop wasting compute on background tokens.

Ethan Satoshi7 days ago
Smarter visual routing could make VLMs much more efficient.

Matthew Broadstreet7 days ago
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