
ASP framework enhances FSCIL by preventing overfitting and enabling learning of new classes with limited data.


coremsg

few-shot-class-incremental-learning-with-attention-aware-self-adaptive-prompt


Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt



Balancing plasticity and stability in exemplar-free incremental learning through a Dual-Learner framework with Cumulative Parameter Averaging.



Plastic and Stable Exemplar-Free Incremental Learning Framework



Addressing overfitting in Few-Shot Class-Incremental Learning through ensemble models and data augmentation.



Enhanced Few-Shot Class-Incremental Learning via Ensemble Models
