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Author

Yuan-Hong Zhong

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Nov 2026

AIRLoc: An IoU-Guided Adaptive Fusion Method for Floorplan-Based Visual Localization

Floorplan-based indoor visual localization is essential for autonomous navigation and augmented reality using only RGB sensors. Existing methods often suffer from two limitations: they rely on local ray sampling that overlooks aggregated region-level consistency, and they lack adaptive mechanisms to fuse multimodal fea...

Shun Peng, Xue-Song Wu, Hong-Yuan Yu et al. · 0 citations
Preprint Sep 2026

Multi-Faceted Evaluation and Mitigation of Emotion Hallucinations in MLLMs

EHR (Emotion Hallucination Rate), an evaluator that quantifies emotion hallucinations across six facets, and HMER (Hallucination-aware Memory-guided Emotion Reasoning), a training-free framework for emotion hallucination mitigation, which enables fine-grained mitigation across diverse hallucination facets.

Bo-Wen Zeng, Pei-Pei Song, Wei-Dong Chen et al. · 0 citations

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