Mitigating Catastrophic Forgetting in Long Short-Term Memory Networks

Ketaki Joshi, Raghavendra Pradyumna Pothukuchi, Andre Wibisono +1

Continual learning on sequential data is critical for many machine learning (ML) deployments. Unfortunately, LSTM networks, which are commonly used to learn on sequential data, suf…