94 citations · 397 across the 13 of their papers we have counts for
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cs.CV2018★ 11 cited
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…
cs.LG2018
Revisiting Distillation and Incremental Classifier Learning
Khurram Javed, Faisal Shafait
One of the key differences between the learning mechanism of humans and Artificial Neural Networks (ANNs) is the ability of humans to learn one task at a time. ANNs, on the other h…