Step Out and Seek Around: On Warm-Start Training with Incremental Data

Maying Shen, Hongxu Yin, Pavlo Molchanov +2

Data often arrives in sequence over time in real-world deep learning applications such as autonomous driving. When new training data is available, training the model from scratch u…