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researcher

Muhammad Umer

4 papers hereh-index 333.8k citations170 works total

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

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CR1
same name
  • Muhammad Umer — 22 papers, h 8
  • Muhammad Umer — 8 papers, h 2
  • Muhammad Umer — 6 papers, h 6
  • Muhammad Umer — 5 papers, h 6
  • Muhammad Umer — 2 papers, h 2
  • Muhammad Umer — 1 paper, 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
20202023
most citedFalse Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger

2 citations · 2 across the 4 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

Adversary Aware Continual Learning

Muhammad Umer, Robi Polikar

Class incremental learning approaches are useful as they help the model to learn new information (classes) sequentially, while also retaining the previously acquired information (c…

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