Crest: Cross-modal resonance through evidential deep learning for enhanced zero-shot learning

H Huang, X Qiao, Z Chen, H Chen, B Li, Z Sun… - Proceedings of the …, 2024 - dl.acm.org
Zero-shot learning (ZSL) enables the recognition of novel classes by leveraging semantic
knowledge transfer from known to unknown categories. This knowledge, typically …

Fine-grained side information guided dual-prompts for zero-shot skeleton action recognition

Y Chen, J Guo, T He, X Lu, L Wang - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
Skeleton-based zero-shot action recognition aims to recognize unknown human actions
based on the learned priors of the known skeleton-based actions and a semantic descriptor …

Causal Visual-semantic Correlation for Zero-shot Learning

S Chen, D Fu, S Chen, S Ye, W Hou… - Proceedings of the 32nd …, 2024 - dl.acm.org
Zero-Shot learning (ZSL) correlates visual samples and shared semantic information to
transfer knowledge from seen classes to unseen classes. Existing methods typically …