TAME: Task Agnostic Continual Learning using Multiple Experts

Haoran Zhu, Maryam Majzoubi, Arihant Jain +1

The goal of lifelong learning is to continuously learn from non-stationary distributions, where the non-stationarity is typically imposed by a sequence of distinct tasks. Prior wor…