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researcher

N. Courty

48 papers hereh-index 368.1k citations139 works total

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

author position
  • first author3
  • middle author20
  • last author25

Across the 48 of 48 papers where every author was matched, so the position is known.

fields
  • cs.LG24
  • stat.ML16
  • cs.CV5
  • eess.IV1
  • q-bio.NC1
  • quant-ph1

identity via Semantic Scholar / OpenAlex

activity
20152024
most citedDeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation

385 citations · 1.1k across the 45 of their papers we have counts for

collaborators
Showing 2023 · cs.CVShow all

2 papers · 2 filters

cs.CV2023

Joint multi-modal Self-Supervised pre-training in Remote Sensing: Application to Methane Source Classification

Paul Berg, Minh-Tan Pham, Nicolas Courty

With the current ubiquity of deep learning methods to solve computer vision and remote sensing specific tasks, the need for labelled data is growing constantly. However, in many ca…

cs.CV2023★ 22 cited

SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation

Björn Michele, Alexandre Boulch, Gilles Puy +3

Learning models on one labeled dataset that generalize well on another domain is a difficult task, as several shifts might happen between the data domains. This is notably the case…

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