Search Results for author: Adrien Courtois

Found 3 papers, 1 papers with code

Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information

no code implementations18 Nov 2022 Ahmed Ben Saad, Kristina Prokopetc, Josselin Kherroubi, Axel Davy, Adrien Courtois, Gabriele Facciolo

In this paper we will focus on the depth information, which can be obtained by using a depth estimation network or measured from available data (stereovision, parallax motion, LiDAR, etc.).

Contrastive Learning Depth Estimation +2

Can neural networks extrapolate? Discussion of a theorem by Pedro Domingos

no code implementations7 Nov 2022 Adrien Courtois, Jean-Michel Morel, Pablo Arias

In particular, what are the interpolation capabilities of trained neural networks?

Investigating Neural Architectures by Synthetic Dataset Design

1 code implementation23 Apr 2022 Adrien Courtois, Jean-Michel Morel, Pablo Arias

It is therefore impossible to know what cues a given neural structure is taking advantage of in such data.

Depth Estimation

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