Search Results for author: Rémy Sun

Found 6 papers, 2 papers with code

Mind the map! Accounting for existing map information when estimating online HDMaps from sensor

1 code implementation17 Nov 2023 Rémy Sun, Li Yang, Diane Lingrand, Frédéric Precioso

While HDMaps are a crucial component of autonomous driving, they are expensive to acquire and maintain.

Autonomous Driving

Swapping Semantic Contents for Mixing Images

no code implementations20 May 2022 Rémy Sun, Clément Masson, Gilles Hénaff, Nicolas Thome, Matthieu Cord

Deep architecture have proven capable of solving many tasks provided a sufficient amount of labeled data.

Data Augmentation

Towards efficient feature sharing in MIMO architectures

no code implementations20 May 2022 Rémy Sun, Alexandre Ramé, Clément Masson, Nicolas Thome, Matthieu Cord

To solve this issue, we propose a novel unmixing step in MIMO architectures that allows subnetworks to properly share features.

A theory of independent mechanisms for extrapolation in generative models

no code implementations1 Apr 2020 Michel Besserve, Rémy Sun, Dominik Janzing, Bernhard Schölkopf

Generative models can be trained to emulate complex empirical data, but are they useful to make predictions in the context of previously unobserved environments?

Counterfactuals uncover the modular structure of deep generative models

no code implementations ICLR 2020 Michel Besserve, Arash Mehrjou, Rémy Sun, Bernhard Schölkopf

Deep generative models can emulate the perceptual properties of complex image datasets, providing a latent representation of the data.

counterfactual Style Transfer

KS(conf ): A Light-Weight Test if a ConvNet Operates Outside of Its Specifications

1 code implementation11 Apr 2018 Rémy Sun, Christoph H. Lampert

Computer vision systems for automatic image categorization have become accurate and reliable enough that they can run continuously for days or even years as components of real-world commercial applications.

Image Categorization

Cannot find the paper you are looking for? You can Submit a new open access paper.