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Home/Authors/Kiymet Akdemir

Kiymet Akdemir

1 indexed paper

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Publications per year

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26

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Vision×1

Frequent co-authors

Pinar Yanardag1×

Research Timeline

2026
From Zero to Hero: Training-Free Custom Concept Spawning in World Models

The paper introduces SPAWN, a training-free method that allows users to inject specified visual concepts into existing autoregressive world models, enabling controllable scene composition beyond the initial reference frame.

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Papers

cs.CVRecentJun 1, 2026

From Zero to Hero: Training-Free Custom Concept Spawning in World Models

Kiymet Akdemir, Pinar Yanardag

The paper introduces SPAWN, a training-free method that allows users to inject specified visual concepts into existing autoregressive world models, enabling controllable scene composition beyond the i…

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