作者位次 #3/4ICML 2026Poster· Deep Learning / Large Language Models
Capturing Gaze Shifts for Guidance: Cross-Modal Fusion Enhancement for VLM Hallucination Mitigation
Zheng Qi · Chao Shang · Evangelia Spiliopoulou · Nikolaos Pappas
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Zheng Qi · Chao Shang · Evangelia Spiliopoulou · Nikolaos Pappas
Duygu Nur Yaldiz · Evangelia Spiliopoulou · Zheng Qi · Siddharth Varia · Srikanth Doss · Nikolaos Pappas
Large language models (LLMs) are increasingly deployed in decision-making tasks, where not only accuracy but also reliable confidence estimates are essential. Well-calibrated confidence enables downstream systems to decide when to trust a model and when to defer to fallback mechanisms. In this wo...