contrastive decoding

4 papers

• AVCD: Mitigating Hallucinations in Audio-Visual Large Language Models through Contrastive Decoding
• Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination Detection
• Decoupling Contrastive Decoding: Robust Hallucination Mitigation in Multimodal Large Language Models
• The Mirage of Performance Gains: Why Contrastive Decoding Fails to Mitigate Object Hallucinations in MLLMs?