Weiming Ren

PhD student, University of Waterloo

1 paper at NeurIPS 2025

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Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Pixel Reasoner: Incentivizing Pixel Space Reasoning via Curiosity-Driven Reinforcement Learning

#511 · Alex Su, Haozhe Wang, Weiming Ren, Fangzhen Lin, Wenhu Chen

We introduce a novel reasoning paradigm -- pixel-space reasoning. We identified the learning trap when cultivating this ability and proposed a curiosity-driven RL approach to address it.