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Manuel Martínez

6 papers hereh-index 16705 citations30 works total

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

author position
  • first author3
  • middle author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV4
  • cs.IT1
  • cs.LG1
same name
  • Manuel Martínez — 2 papers, h 9

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
20162022
most citedTaming the Cross Entropy Loss

5 citations · 12 across the 5 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.IT2018

Rice-Marlin Codes: Tiny and Efficient Variable-to-Fixed Codes

Manuel Martinez, Joan Serra-Sagristà

Marlin is a Variable-to-Fixed (VF) codec optimized for high decoding speed through the use of small sized dictionaries that fit in the L1 cache of most CPUs. While the size of Marl…

cs.LG2018★ 5 cited

Taming the Cross Entropy Loss

Manuel Martinez, Rainer Stiefelhagen

We present the Tamed Cross Entropy (TCE) loss function, a robust derivative of the standard Cross Entropy (CE) loss used in deep learning for classification tasks. However, unlike…

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