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Umar Riaz Muhammad

2 papers hereh-index 5235 citations9 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV2

identity via Semantic Scholar / OpenAlex

most citedGoal-Driven Sequential Data Abstraction

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CV2019★ 1 cited

Goal-Driven Sequential Data Abstraction

Umar Riaz Muhammad, Yongxin Yang, Timothy M. Hospedales +2

Automatic data abstraction is an important capability for both benchmarking machine intelligence and supporting summarization applications. In the former one asks whether a machine…

cs.CV2018

Learning Deep Sketch Abstraction

Umar Riaz Muhammad, Yongxin Yang, Yi-Zhe Song +2

Human free-hand sketches have been studied in various contexts including sketch recognition, synthesis and fine-grained sketch-based image retrieval (FG-SBIR). A fundamental challe…

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