2026
DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning
ICLR 2026poster
Large Vision-Language Models excel at multimodal understanding but struggle to deeply integrate visual information into their predominantly text-based reasoning processes, a key challenge in mirroring human cognition. To address this, we introduce DeepEyes, a model that learns to ``think with images…