MPI-CD: Multi-Path Information Contrastive Decoding for Mitigating Hallucinations in Large Vision-Language Models

Jiacheng Ruan, Zongyun Zhang, Jingsheng Gao, Wenzhen Yuan 0002, Ting Liu 0016, Yuzhuo Fu. MPI-CD: Multi-Path Information Contrastive Decoding for Mitigating Hallucinations in Large Vision-Language Models. In Cathal Gurrin, Klaus Schoeffmann, Min Zhang, Luca Rossetto, Stevan Rudinac, Duc-Tien Dang-Nguyen, Wen-Huang Cheng, Phoebe Chen, Jenny Benois-Pineau, editors, Proceedings of the 33rd ACM International Conference on Multimedia, MM 2025, Dublin, Ireland, October 27-31, 2025. pages 4251-4260, ACM, 2025. [doi]

Abstract

Abstract is missing.