Rémy Sun

According to our database, Rémy Sun authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Semantic augmentation by mixing contents for semi-supervised learning.

Rémy Sun, Clément Masson, Gilles Hénaff, Nicolas Thome, Matthieu Cord

Pattern Recognit., January, 2024

2023

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

Rémy Sun, Li Yang, Diane Lingrand, Frédéric Precioso

CoRR, 2023

Exploring the Road Graph in Trajectory Forecasting for Autonomous Driving.

Rémy Sun, Diane Lingrand, Frédéric Precioso

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Content combination strategies for Image Classification. (Stratégies de combinaison de contenus pour la classification d'images).

Rémy Sun

PhD thesis, 2022

Swapping Semantic Contents for Mixing Images.

Rémy Sun, Clément Masson, Gilles Hénaff, Nicolas Thome, Matthieu Cord

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Towards efficient feature sharing in MIMO architectures.

Rémy Sun, Alexandre Ramé, Clément Masson, Nicolas Thome, Matthieu Cord

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks.

Alexandre Ramé, Rémy Sun, Matthieu Cord

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Theory of Independent Mechanisms for Extrapolation in Generative Models.

Michel Besserve, Rémy Sun, Dominik Janzing, Bernhard Schölkopf

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Correction to: KS(conf): A Light-Weight Test if a Multiclass Classifier Operates Outside of Its Specifications.

Rémy Sun, Christoph H. Lampert

Int. J. Comput. Vis., 2020

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

Rémy Sun, Christoph H. Lampert

Int. J. Comput. Vis., 2020

Counterfactuals uncover the modular structure of deep generative models.

Michel Besserve, Arash Mehrjou, Rémy Sun, Bernhard Schölkopf

Proceedings of the 8th International Conference on Learning Representations, 2020

2018

Counterfactuals uncover the modular structure of deep generative models.

Michel Besserve, Rémy Sun, Bernhard Schölkopf

CoRR, 2018

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

Rémy Sun, Christoph H. Lampert

Proceedings of the Pattern Recognition - 40th German Conference, 2018