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Byeongsu Sim

10 papers hereh-index 71.4k citations14 works total

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

author position
  • first author1
  • middle author6
  • last author2

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • eess.IV3
  • cs.CV2

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedImproving Diffusion Models for Inverse Problems using Manifold Constraints

102 citations · 118 across the 9 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.CV2019★ 16 cited

Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems

Byeongsu Sim, Gyutaek Oh, Jeongsol Kim +2

To improve the performance of classical generative adversarial network (GAN), Wasserstein generative adversarial networks (W-GAN) was developed as a Kantorovich dual formulation of…

eess.IV2019

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry

Sungjun Lim, Hyoungjun Park, Sang-Eun Lee +2

Deconvolution microscopy has been extensively used to improve the resolution of the wide-field fluorescent microscopy, but the performance of classical approaches critically depend…

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