2025
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
NeurIPS 2025poster
Reinforcement learning (RL) has shown great effectiveness for fine-tuning large language models (LLMs) using tasks that are challenging yet easily verifiable, such as math reasoning or code generation. However, extending this success to visual perception in vision–language models (VLMs) has been imp…