Mitigating Hallucinations in Vision-Language Models via Contextual Entropy Calibration.

@inproceedings{yin-2026-mitigating, author = {Xuanyu Yin and Daowan Peng and Wei Wei}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{Mitigating Hallucinations in Vision-Language Models via Contextual Entropy Calibration}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {2022--2031}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810847}, doi = {https://doi.org/10.1145/3805622.3810847} }