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researcher

U. Sümbül

6 papers hereh-index 151.1k citations46 works total

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

author position
  • last author6

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

fields
  • q-bio.NC3
  • cs.CV2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedA coupled autoencoder approach for multi-modal analysis of cell types

17 citations · 19 across the 4 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 1 cited

Mixture Representation Learning with Coupled Autoencoders

Yeganeh M. Marghi, Rohan Gala, Uygar Sümbül

Jointly identifying a mixture of discrete and continuous factors of variability without supervision is a key problem in unraveling complex phenomena. Variational inference has emer…

q-bio.NC2020

New Light on Cortical Neuropeptides and Synaptic Network Plasticity

Stephen J. Smith, Michael Hawrylycz, Jean Rossier +1

Neuropeptides, members of a large and evolutionarily ancient family of proteinaceous cell-cell signaling molecules, are widely recognized as extremely potent regulators of brain fu…

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