Scene-graph-aligned SFT plus node-as-proxy GRPO rewards let small MLLMs outperform larger baselines on fine-grained visual reasoning tasks.
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EEG study reveals distinct ERP patterns for AI hallucinations, with misjudged ones failing to trigger standard neurocognitive verification pathways.
citing papers explorer
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Scene Graph Thinking: Reinforcing Structured Visual Reasoning for Multimodal Large Language Models
Scene-graph-aligned SFT plus node-as-proxy GRPO rewards let small MLLMs outperform larger baselines on fine-grained visual reasoning tasks.
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How do Humans Process AI-generated Hallucination Contents: a Neuroimaging Study
EEG study reveals distinct ERP patterns for AI hallucinations, with misjudged ones failing to trigger standard neurocognitive verification pathways.