@article{taskadaptertaskspecificadaptationwith, title = {Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition}, author = {Congqi Cao and Peiheng Han and Yueran Zhang and Yating Yu and Qinyi Lv and Lingtong Min and Yanning Zhang}, year = {2025}, eprint = {2505.06002}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.06002v1}, }