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Jaehyun Jun

2 accepted papers

2017

Overcoming Catastrophic Forgetting by Incremental Moment Matching

NeurIPS 2017spotlight

Catastrophic forgetting is a problem of neural networks that loses the information of the first task after training the second task. Here, we propose a method, i.e. incremental moment matching (IMM), to resolve this problem. IMM incrementally matches the moment of the posterior distribution of the n…