Abstract: Given that the manual feature selection process is troublesome and not sufficiently accurate, an integrated learning method based on Gramian Angular Field (GAF) and optimal feature channel ...

The key themes that defined the year behind us will also shape the one ahead. The most-read articles of 2025 tracked a return ...

Abstract: Owing to the superior performances, exemplar-based methods with knowledge distillation (KD) are widely applied in class incremental learning (CIL). However, it suffers from two drawbacks: 1) ...