Distillation Techniques for Pseudo-rehearsal Based Incremental Learning

Haseeb Shah, Khurram Javed, Faisal Shafait

The ability to learn from incrementally arriving data is essential for any life-long learning system. However, standard deep neural networks forget the knowledge about the old task…