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Laurent Najman

11 papers hereh-index 228 citations13 works total

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

author position
  • middle author5
  • last author6

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CV3
  • cs.AI2
same name
  • Laurent Najman — 27 papers, h 42
  • Laurent Najman — 3 papers, h 3
  • Laurent Najman — 3 papers, h 3
  • Laurent Najman — 1 paper

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
20232026
most citedDiverse Diffusion: Enhancing Image Diversity in Text-to-Image Generation

1 citations · 1 across the 9 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.LG2025

Network-Wide Traffic Volume Estimation from Speed Profiles using a Spatio-Temporal Graph Neural Network with Directed Spatial Attention

Léo Hein, Giovanni de Nunzio, Giovanni Chierchia +2

Existing traffic volume estimation methods typically address either forecasting traffic on sensor-equipped roads or spatially imputing missing volumes using nearby sensors. While f…

cs.LG2025

Data Science: a Natural Ecosystem

Emilio Porcu, Roy El Moukari, Laurent Najman +2

This manuscript provides a systemic and data-centric view of what we term essential data science, as a natural ecosystem with challenges and missions stemming from the fusion of da…

cs.CV2025

FLIM-based Salient Object Detection Networks with Adaptive Decoders

Gilson Junior Soares, Matheus Abrantes Cerqueira, Jancarlo F. Gomes +3

Salient Object Detection (SOD) methods can locate objects that stand out in an image, assign higher values to their pixels in a saliency map, and binarize the map outputting a pred…

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