Same accuracy, twice as fast: continuous training surpasses retraining from scratch

Eli Verwimp, Guy Hacohen, Tinne Tuytelaars

Continual learning aims to enable models to adapt to new datasets without losing performance on previously learned data, often assuming that prior data is no longer available. Howe…