190 citations · 378 across the 13 of their papers we have counts for
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cs.LG2021★ 4 cited
Saliency Guided Experience Packing for Replay in Continual Learning
Gobinda Saha, Kaushik Roy
Artificial learning systems aspire to mimic human intelligence by continually learning from a stream of tasks without forgetting past knowledge. One way to enable such learning is…
cs.LG2021★ 27 cited
Gradient Projection Memory for Continual Learning
Gobinda Saha, Isha Garg, Kaushik Roy
The ability to learn continually without forgetting the past tasks is a desired attribute for artificial learning systems. Existing approaches to enable such learning in artificial…