2 papers
eess.AS2026
Cross Domain Few-Shot Class-Incremental Audio Classification Via Adversarial Contrastive Learning
Yongjie Si, Yanxiong Li, Sen Huang +1
Current Few-shot Class-incremental Audio Classification (FCAC) methods assume that samples of base and incremental classes are in the same domain (following the same distribution).…
eess.AS2026
Few-shot Class-variable Incremental Audio Classification via Prototype Adaptation and Pseudo Class-variable Training
Yanxiong Li, Guoqing Chen, Qianqian Li +1
In the task of few-shot class-incremental audio classification, the number of classes is assumed to always increase without considering the possibility of decrease. However, the nu…