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researcher

James R. Clough

20 papers hereh-index 191.6k citations39 works total

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

author position
  • first author7
  • middle author13

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • eess.IV9
  • cs.CV4
  • physics.soc-ph3
  • cs.LG2
  • cs.DL1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132021
most citedA Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology

271 citations · 549 across the 18 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2017★ 56 cited

Neural Embeddings of Graphs in Hyperbolic Space

Benjamin Paul Chamberlain, James Clough, Marc Peter Deisenroth

Neural embeddings have been used with great success in Natural Language Processing (NLP). They provide compact representations that encapsulate word similarity and attain state-of-…

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