Learning Domains represent an organization of courses around content and teaching methods that may transcend departmental boundaries. Students should be exposed to courses in each of the Learning ...

Abstract: We introduce a rehearsal-free federated domain incremental learning framework, RefFiL, based on a global prompt-sharing paradigm to alleviate catastrophic forgetting challenges in federated ...

The agent acquires a vocabulary of neuro-symbolic concepts for objects, relations, and actions, represented through a ...