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researcher

A. Falcão

27 papers hereh-index 5010.3k citations338 works total

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

author position
  • middle author9
  • last author18

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.CV19
  • cs.LG5
  • cs.AI1
  • cs.DM1
  • eess.IV1
same name
  • A. Falcão — 9 papers, h 14
  • A. Falcão — 2 papers, h 3
  • A. Falcão — 1 paper, h 11
  • A. Falcão — 1 paper, h 2
  • A. Falcão — 1 paper, h 2

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
20132024
most citedFederated Learning Enables Big Data for Rare Cancer Boundary Detection

390 citations · 953 across the 27 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 390 cited

Federated Learning Enables Big Data for Rare Cancer Boundary Detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards +276

Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…

cs.CV2022★ 7 cited

Efficient Multiscale Object-based Superpixel Framework

Felipe Belém, Benjamin Perret, Jean Cousty +2

Superpixel segmentation can be used as an intermediary step in many applications, often to improve object delineation and reduce computer workload. However, classical methods do no…

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