Random Path Selection for Continual Learning
NeurIPS, pp. 12648-12658, 2019.
incremental learningartificial general intelligence
Incremental lifelong learning is a main challenge towards the long-standing goal of Artificial General Intelligence. In real-life settings, learning tasks arrive in a sequence and machine learning models must continually learn to increment already acquired knowledge. Existing incremental learning approaches, fall well below the state-of-t...More
PPT (Upload PPT)