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researcher

M. Alfarraj

18 papers hereh-index 181.1k citations53 works total

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

author position
  • first author6
  • middle author9
  • last author3

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • eess.IV9
  • physics.geo-ph5
  • cs.CV3
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedSemi-supervised Sequence Modeling for Elastic Impedance Inversion

173 citations · 338 across the 16 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

eess.IV2021★ 2 cited

Meta-Optimization of Deep CNN for Image Denoising Using LSTM

Basit O. Alawode, Motaz Alfarraj

The recent application of deep learning (DL) to various tasks has seen the performance of classical techniques surpassed by their DL-based counterparts. As a result, DL has equally…

physics.geo-ph2021

Joint Learning for Spatial Context-based Seismic Inversion of Multiple Datasets for Improved Generalizability and Robustness

Ahmad Mustafa, Motaz Alfarraj, Ghassan AlRegib

Seismic inversion plays a very useful role in detailed stratigraphic interpretation of seismic data. Seismic inversion enables estimation of rock properties over the complete seism…

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