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researcher

J. M. Garc'ia

3 papers hereh-index 220 citations3 works total

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.PL1
  • cs.SE1
  • eess.IV1
same name
  • J. M. Garc'ia — 3 papers, h 1
  • J. M. Garc'ia — 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

most citedMatching Linear Algebra and Tensor Code to Specialized Hardware Accelerators

10 citations · 15 across the 3 of their papers we have counts for

collaborators

3 papers

eess.IV2023★ 5 cited

Expanding the deep-learning model to diagnosis LVNC: Limitations and trade-offs

Gregorio Bernabé, Pilar González-Férez, José M. García +2

Hyper-trabeculation or non-compaction in the left ventricle of the myocardium (LVNC) is a recently classified form of cardiomyopathy. Several methods have been proposed to quantify…

cs.SE2023

Code Detection for Hardware Acceleration Using Large Language Models

Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García

Large language models (LLMs) have been massively applied to many tasks, often surpassing state-of-the-art approaches. While their effectiveness in code generation has been extensiv…

cs.PL2023★ 10 cited

Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators

Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé +3

Dedicated tensor accelerators demonstrate the importance of linear algebra in modern applications. Such accelerators have the potential for impressive performance gains, but requir…

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