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Emanuel Aldea

16 papers hereh-index 12503 citations65 works total

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

author position
  • first author1
  • middle author11
  • last author4

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.CV13
  • cs.AI1
  • cs.LG1
  • math.OC1
same name
  • Emanuel Aldea — 3 papers, h 1
  • Emanuel Aldea — 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

activity
20112024
most citedMUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks

13 citations · 41 across the 15 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CV2021★ 4 cited

SLURP: Side Learning Uncertainty for Regression Problems

Xuanlong Yu, Gianni Franchi, Emanuel Aldea

It has become critical for deep learning algorithms to quantify their output uncertainties to satisfy reliability constraints and provide accurate results. Uncertainty estimation f…

cs.CV2021★ 1 cited

Learning a Discriminant Latent Space with Neural Discriminant Analysis

Mai Lan Ha, Gianni Franchi, Emanuel Aldea +1

Discriminative features play an important role in image and object classification and also in other fields of research such as semi-supervised learning, fine-grained classification…

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