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【论文导读】多模态大语言模型综述(五)多模态幻觉

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【论文导读】多模态大语言模型综述(五)多模态幻觉 JPEG Origin Image Download
Liu, F., Lin, K., Li, L., Wang, J., Yacoob, Y., & Wang, L. (2023, October 13). Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning. The Twelfth International Conference on Learning Representations. https://openreview.net/forum?id=J44HfH4JCg
Leng, S., Zhang, H., Chen, G., Li, X., Lu, S., Miao, C., & Bing, L. (2024). Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding. 13872–13882. https://openaccess.thecvf.com/content/CVPR2024/html/Leng_Mitigating_Object_Hallucinations_in_Large_Vision-Language_Models_through_Visual_Contrastive_CVPR_2024_paper.html
Jiang, C., Xu, H., Dong, M., Chen, J., Ye, W., Yan, M., Ye, Q., Zhang, J., Huang, F., & Zhang, S. (2024). Hallucination Augmented Contrastive Learning for Multimodal Large Language Model. 27036–27046. https://openaccess.thecvf.com/content/CVPR2024/html/Jiang_Hallucination_Augmented_Contrastive_Learning_for_Multimodal_Large_Language_Model_CVPR_2024_paper.html
Yin, S., Fu, C., Zhao, S., Xu, T., Wang, H., Sui, D., Shen, Y., Li, K., Sun, X., & Chen, E. (2023). Woodpecker: Hallucination Correction for Multimodal Large Language Models (No. arXiv:2310.16045). arXiv. https://doi.org/10.48550/arXiv.2310.16045
Zhou, Y., Cui, C., Yoon, J., Zhang, L., Deng, Z., Finn, C., Bansal, M., & Yao, H. (2023, October 13). Analyzing and Mitigating Object Hallucination in Large Vision-Language Models. The Twelfth International Conference on Learning Representations. https://openreview.net/forum?id=oZDJKTlOUe