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researcher

David R Ha

2 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
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.NE2

identity via Semantic Scholar / OpenAlex

most citedPathNet: Evolution Channels Gradient Descent in Super Neural Networks

643 citations · 1.2k across the 2 of their papers we have counts for

collaborators

2 papers

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.