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Michael T. McCann

19 papers hereh-index 186k citations47 works total

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

author position
  • first author8
  • middle author11

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • eess.IV9
  • cs.CV4
  • cs.LG3
  • cs.MS1
  • eess.SP1
  • stat.ML1
same name
  • Michael T. McCann — 7 papers, h 5
  • Michael T. McCann — 2 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedDeep Convolutional Neural Network for Inverse Problems in Imaging

2.6k citations · 4.1k across the 18 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2022★ 158 cited

Diffusion Posterior Sampling for General Noisy Inverse Problems

Hyungjin Chung, Jeongsol Kim, Michael T. Mccann +2

Diffusion models have been recently studied as powerful generative inverse problem solvers, owing to their high quality reconstructions and the ease of combining existing iterative…

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