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Semih Kurt

3 papers hereh-index 481 citations16 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.SP1
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedCooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational Autoencoders

3 citations · 3 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2022★ 3 cited

Cooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational Autoencoders

Oskar Kviman, Ricky Molén, Alexandra Hotti +3

In this paper, we show how the mixture components cooperate when they jointly adapt to maximize the ELBO. We build upon recent advances in the multiple and adaptive importance samp…

eess.SP2021

Rapid TAURUS for Relaxation-Based Color Magnetic Particle Imaging

M. Tunç Arslan, A. Alper Özaslan, Semih Kurt +2

Magnetic particle imaging (MPI) is a rapidly developing medical imaging modality that exploits the non-linear response of magnetic nanoparticles (MNPs). Color MPI widens the functi…

physics.med-ph2019

Partial FOV Center Imaging (PCI): A Robust X-Space Image Reconstruction for Magnetic Particle Imaging

Semih Kurt, Yavuz Muslu, Emine Ulku Saritas

Magnetic Particle Imaging (MPI) is an emerging medical imaging modality that images the spatial distribution of superparamagnetic iron oxide (SPIO) nanoparticles using their nonlin…

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