FiRE: Enhancing MLLMs with Fine-Grained Context Learning for Complex Image Retrieval.

@inproceedings{hou-2025-fire, author = {Bohan Hou and Haoqiang Lin and Xuemeng Song and Haokun Wen and Meng Liu and Yupeng Hu and Xiangyu Zhao}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{FiRE: Enhancing MLLMs with Fine-Grained Context Learning for Complex Image Retrieval}}, booktitle = {{Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025}}, pages = {803--812}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3729979}, doi = {https://doi.org/10.1145/3726302.3729979} }