FMD-AL: Cold-Start Active Learning based on Foundation Model.

@inproceedings{ai-2026-fmdal, author = {Huilin Ai and Ying Zhou and Zhonghua Peng and Ziyang Chen and Shuang Guo and Heng Xu and Zhiwei Yu and Jialong Li}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{FMD-AL: Cold-Start Active Learning based on Foundation Model}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {1798--1802}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810662}, doi = {https://doi.org/10.1145/3805622.3810662} }