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R. Thoreau

2 papers hereh-index 371 citations11 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV2

identity via Semantic Scholar / OpenAlex

most citedPhysics-informed Variational Autoencoders for Improved Robustness to Environmental Factors of Variation

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2023

Toulouse Hyperspectral Data Set: a benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques

Romain Thoreau, Laurent Risser, Véronique Achard +2

Airborne hyperspectral images can be used to map the land cover in large urban areas, thanks to their very high spatial and spectral resolutions on a wide spectral domain. While th…

cs.CV2022★ 1 cited

Physics-informed Variational Autoencoders for Improved Robustness to Environmental Factors of Variation

Romain Thoreau, Laurent Risser, Véronique Achard +2

The combination of machine learning models with physical models is a recent research path to learn robust data representations. In this paper, we introduce p3VAE, a variational…

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