◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

U. Villa

6 papers hereh-index 7128 citations17 works total

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

author position
  • middle author4
  • last author2

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

fields
  • eess.IV2
  • eess.SP2
  • cs.CE1
  • math.NA1
same name
  • U. Villa — 4 papers, h 8

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
20212025
most citedA Memory-Efficient Dynamic Image Reconstruction Method using Neural Fields

10 citations · 11 across the 6 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

eess.IV2025

A Convergent Generalized Krylov Subspace Method for Compressed Sensing MRI Reconstruction with Gradient-Driven Denoisers

Tao Hong, Umberto Villa, Jeffrey A. Fessler

Model-based reconstruction plays a key role in compressed sensing (CS) MRI, as it incorporates effective image regularizers to improve the quality of reconstruction. The Plug-and-P…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.