Chenming Zhu
1 indexed paper
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1With code
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126
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Vision×1
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2026
Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators
The paper proposes Astra, an agentic framework that equips Vision-Language Models (VLMs) with the ability to perform spatial reasoning by actively generating and utilizing imagined visual evidence from a world simulator.
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Papers
cs.CVRecentJun 4, 2026
Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators
Chenming Zhu, Jingli Lin, Yilin Long, Peizhou Cao +3 more
The paper proposes Astra, an agentic framework that equips Vision-Language Models (VLMs) with the ability to perform spatial reasoning by actively generating and utilizing imagined visual evidence fro…
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