2025
Exploiting Task Relationships in Continual Learning via Transferability-Aware Task Embeddings
NeurIPS 2025poster
Continual learning (CL) has been a critical topic in contemporary deep neural network applications, where higher levels of both forward and backward transfer are desirable for an effective CL performance. Existing CL strategies primarily focus on task models — either by regularizing model updates or…