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Vision-Matters is a simple visual perturbation framework that can be easily integrated into existing post-training pipelines including SFT, DPO, and GRPO. Our findings highlight the critical role of visual perturbation: better reasoning begins with better seeing.
Would you mind considering including our work in your awesome survey?
We believe it deserves more attention. Thank you so much for your time and consideration!!