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researcher

D. Kumaran

17 papers hereh-index 4362.2k citations75 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author5
  • middle author10

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CL5
  • cs.AI3
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedOvercoming catastrophic forgetting in neural networks

7.8k citations · 9.8k across the 15 of their papers we have counts for

collaborators
Showing 2017 · cs.LGShow all

1 paper · 2 filters

cs.LG2017★ 7.8k cited

Overcoming catastrophic forgetting in neural networks

James Kirkpatrick, Razvan Pascanu, Neil Rabinowitz +11

The ability to learn tasks in a sequential fashion is crucial to the development of artificial intelligence. Neural networks are not, in general, capable of this and it has been wi…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.