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Home/Authors/Ren Nie

Ren Nie

1 indexed paper

Recent (6 mo)
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Publications per year

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26

Top categories

Vision×1AI×1

Frequent co-authors

Guannan Lv1×
Hongjian Dou1×
Tingting Gao1×

Research Timeline

2026
ROVER: Routing Object-Centric Visual Evidence for Grounded Multi-Image Reasoning

ROVER is a lightweight, learnable plugin that efficiently routes and integrates object-centric visual evidence across multiple images and objects, significantly improving performance on grounded multi-image reasoning tasks.

Highlighted terms show continued research focus across papers

Papers

cs.CVcs.AIRecentMay 27, 2026

ROVER: Routing Object-Centric Visual Evidence for Grounded Multi-Image Reasoning

Guannan Lv, Ren Nie, Hongjian Dou, Tingting Gao

ROVER is a lightweight, learnable plugin that efficiently routes and integrates object-centric visual evidence across multiple images and objects, significantly improving performance on grounded multi…

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