@article{fewshotclassificationasmultiinstanceveri, title = {Few-shot Classification as Multi-instance Verification: Effective Backbone-agnostic Transfer across Domains}, author = {Xin Xu and Eibe Frank and Geoffrey Holmes}, year = {2025}, eprint = {2507.00401}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.00401}, }