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researcher

David R Ha

11 papers hereh-index 208.3k citations92 works total

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

author position
  • sole author1
  • first author4
  • middle author4
  • last author2

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.NE4
  • cs.CV1
  • cs.MA1

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedPathNet: Evolution Channels Gradient Descent in Super Neural Networks

643 citations · 2.1k across the 8 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.NE2017★ 546 cited

A Neural Representation of Sketch Drawings

David Ha, Douglas Eck

We present sketch-rnn, a recurrent neural network (RNN) able to construct stroke-based drawings of common objects. The model is trained on thousands of crude human-drawn images rep…

cs.NE2017★ 643 cited

PathNet: Evolution Channels Gradient Descent in Super Neural Networks

Chrisantha Fernando, Dylan Banarse, Charles Blundell +5

For artificial general intelligence (AGI) it would be efficient if multiple users trained the same giant neural network, permitting parameter reuse, without catastrophic forgetting…

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