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researcher

Graham Spinks

6 papers hereh-index 5155 citations12 works total

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

author position
  • first author3
  • middle author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • cs.CV1
  • cs.IR1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedDiscrete and continuous representations and processing in deep learning: Looking forward

29 citations · 45 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2020

Structured (De)composable Representations Trained with Neural Networks

Graham Spinks, Marie-Francine Moens

The paper proposes a novel technique for representing templates and instances of concept classes. A template representation refers to the generic representation that captures the c…

cs.LG2019★ 16 cited

Justifying Diagnosis Decisions by Deep Neural Networks

Graham Spinks, Marie-Francine Moens

An integrated approach is proposed across visual and textual data to both determine and justify a medical diagnosis by a neural network. As deep learning techniques improve, intere…

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