Trustworthy Large Vision-Language Model

CHASD: Language Increment-Calibrated Contrastive Decoding against Hallucination in LVLMs
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CHASD: Language Increment-Calibrated Contrastive Decoding against Hallucination in LVLMs
Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs
NeurIPS 2025
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Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs
TARS: MinMax Token-Adaptive Preference Strategy for MLLM Hallucination Reduction
Preprint
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TARS: MinMax Token-Adaptive Preference Strategy for MLLM Hallucination Reduction