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P. Esperança

10 papers hereh-index 12622 citations24 works total

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

author position
  • first author1
  • middle author9

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • stat.ML3
  • cs.CV2

identity via Semantic Scholar / OpenAlex

activity
20152021
most citedNAS evaluation is frustratingly hard

109 citations · 269 across the 10 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2021★ 1 cited

Long-tail Recognition via Compositional Knowledge Transfer

Sarah Parisot, Pedro M. Esperanca, Steven McDonagh +3

In this work, we introduce a novel strategy for long-tail recognition that addresses the tail classes' few-shot problem via training-free knowledge transfer. Our objective is to tr…

cs.CV2019★ 18 cited

MANAS: Multi-Agent Neural Architecture Search

Vasco Lopes, Fabio Maria Carlucci, Pedro M Esperança +6

The Neural Architecture Search (NAS) problem is typically formulated as a graph search problem where the goal is to learn the optimal operations over edges in order to maximise a g…

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