AIBullisharXiv – CS AI · 5h ago6/10
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Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs
Researchers propose Persistent Visual Memory (PVM), a lightweight module that addresses visual signal degradation in Large Vision-Language Models by maintaining consistent visual perception during long text generation. Integrated into Qwen3-VL models, PVM demonstrates measurable accuracy improvements with minimal computational overhead, particularly benefiting complex reasoning tasks.