Two-stream joint matching method based on contrastive learning for few-shot action recognition

no code implementations • 8 Jan 2024 • Long Deng, Ziqiang Li, Bingxin Zhou, Zhongming Chen, Ao Li, Yongxin Ge

Although few-shot action recognition based on metric learning paradigm has achieved significant success, it fails to address the following issues: (1) inadequate action relation modeling and underutilization of multi-modal information; (2) challenges in handling video matching problems with different lengths and speeds, and video matching problems with misalignment of video sub-actions.

Contrastive Learning Few-Shot action recognition +2