2026
MPL: Match-guided Prototype Learning for Few-shot Action Recognition
CVPR 2026
Current few-shot action recognition methods achieve impressive performance by learning representative prototypes and designing diverse video matching strategies. However, these approaches typically face two critical limitations: i) prototypes learned through implicit sample interactions lack clear s