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researcher

Matías Vera

13 papers hereh-index 6123 citations23 works total

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

author position
  • first author7
  • middle author6

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • eess.IV3
  • cs.CL2
  • cs.LG2
  • cs.AI1
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedCollaborative Information Bottleneck

11 citations · 34 across the 13 of their papers we have counts for

collaborators
Showing eess.IVShow all

3 papers · 1 filter

eess.IV2024

Using Spatial Diffusions for Optoacoustic Tomography Image Reconstruction

Martin G. Gonzalez, Matias Vera, Leonardo Rey Vega

Optoacoustic tomography image reconstruction has been a problem of interest in recent years. By exploiting the exceptional generative power of the recently proposed diffusion model…

eess.IV2023★ 1 cited

Invariant Representations in Deep Learning for Optoacoustic Imaging

Matias Vera, Martin G. Gonzalez, Leonardo Rey Vega

Image reconstruction in optoacoustic tomography (OAT) is a trending learning task highly dependent on measured physical magnitudes present at sensing time. The large number of diff…

eess.IV2022★ 5 cited

Combining band-frequency separation and deep neural networks for optoacoustic imaging

Martin G. Gonzalez, Matias Vera, Leonardo Rey Vega

In this paper we consider the problem of image reconstruction in optoacoustic tomography. In particular, we devise a deep neural architecture that can explicitly take into account…

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