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Mathews Jacob

7 papers hereh-index 15 citations12 works total

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

author position
  • middle author2
  • last author5

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • eess.IV6
  • cs.LG1
same name
  • Mathews Jacob — 4 papers
  • Mathews Jacob — 2 papers, h 0
  • Mathews Jacob — 2 papers, h 1
  • Mathews Jacob — 2 papers, h 2
  • Mathews Jacob — 1 paper, h 0
  • Mathews Jacob — 1 paper, h 3

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
20232026
collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

MAP Image Recovery with Guarantees using Locally Convex Multi-Scale Energy (LC-MUSE) Model

Jyothi Rikhab Chand, Mathews Jacob

We propose a multi-scale deep energy model that is strongly convex in the local neighbourhood around the data manifold to represent its probability density, with application in inv…

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