Fast-Slow Thinking GRPO for Large Vision-Language Model Reasoning

NeurIPSSpotlight2025

Authors
Wenyi Xiao, Leilei Gan
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

When applying reinforcement learning—typically through GRPO—to large vision-language model reasoning struggles to effectively scale reasoning length or generates verbose outputs across all tasks with…

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Topics

reinforcement learning vision-language language model reasoning

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