Parameter-Efficient Adaptation with Proxy Anchors for Cross-Domain Few-Shot Learning.

@inproceedings{shi-2026-parameterefficient, author = {Song Shi and Chengqiao Liu and Jinfang Jia}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{Parameter-Efficient Adaptation with Proxy Anchors for Cross-Domain Few-Shot Learning}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {605--614}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810786}, doi = {https://doi.org/10.1145/3805622.3810786} }