#attention-mechanism2 articles

2 articles

AIBullisharXiv – CS AI · 4h ago14

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Reallocating Attention Across Layers to Reduce Multimodal Hallucination

Researchers propose a training-free solution to reduce hallucinations in multimodal AI models by rebalancing attention between perception and reasoning layers. The method achieves 4.2% improvement in reasoning accuracy with minimal computational overhead.

AINeutralarXiv – CS AI · 4h ago1

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Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature Transformation

Researchers propose a new multi-agent reinforcement learning framework that uses three cooperative agents with attention mechanisms to automate feature transformation for machine learning models. The approach addresses key limitations in existing automated feature engineering methods, including dynamic feature expansion instability and insufficient agent cooperation.