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researcher

M. Osama

31 papers hereh-index 11672 citations168 works total

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

author position
  • sole author1
  • first author12
  • middle author14
  • last author1

Across the 28 of 31 papers where every author was matched, so the position is known.

fields
  • cs.DC10
  • cs.LG4
  • stat.ML4
  • quant-ph3
  • cs.AR2
  • cs.CL2
same name
  • M. Osama — 3 papers, h 10

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
20172026
most citedUnsupervised Cipher Cracking Using Discrete GANs

24 citations · 77 across the 28 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

stat.ML2018

Learning Localized Spatio-Temporal Models From Streaming Data

Muhammad Osama, Dave Zachariah, Thomas B. Schön

We address the problem of predicting spatio-temporal processes with temporal patterns that vary across spatial regions, when data is obtained as a stream. That is, when the trainin…

cs.LG2018★ 24 cited

Unsupervised Cipher Cracking Using Discrete GANs

Aidan N. Gomez, Sicong Huang, Ivan Zhang +3

This work details CipherGAN, an architecture inspired by CycleGAN used for inferring the underlying cipher mapping given banks of unpaired ciphertext and plaintext. We demonstrate…

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