Hierarchical Relation-augmented Representation Generalization for Few-shot Action Recognition 事件

Hierarchical Relation-augmented Representation Generalization for Few-shot Action Recognition arXiv:2504.10079v4 Announce Type: replace Abstract: Few-shot action recognition (FSAR) aims to recognize novel action categories with few exemplars. Existing methods typically learn frame-level representations for each video by designing inter-frame temporal modeling strategies or inter-video interaction at the coarse video-level granularity. However, they treat each episode task in isolation and negle