Rémy Sun

According to our database, Rémy Sun authored at least 20 papers between 2018 and 2026.

Collaborative distances:

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

2026

Beyond Mixtures and Products for Ensemble Aggregation: A Likelihood Perspective on Generalized Means.

Raphaël Razafindralambo, Rémy Sun, Frédéric Precioso, Damien Garreau, Pierre-Alexandre Mattei

CoRR, March, 2026

When Are Two Scores Better Than One? Investigating Ensembles of Diffusion Models.

Raphaël Razafindralambo, Rémy Sun, Damien Garreau, Frédéric Precioso, Pierre-Alexandre Mattei

Trans. Mach. Learn. Res., 2026

2025

MObyGaze: a film dataset of multimodal objectification densely annotated by experts.

Julie Tores, Elisa Ancarani, Lucile Sassatelli, Hui-Yin Wu, Clement Bergman, Lea Andolfi, Victor Ecrement, Rémy Sun, Frédéric Precioso, Thierry Devars, Magali Guaresi, Virginie Julliard, Sarah Lecossais

CoRR, May, 2025

Leveraging multimodal explanatory annotations for video interpretation with Modality Specific Dataset.

Elisa Ancarani, Julie Tores, Lucile Sassatelli, Rémy Sun, Hui-Yin Wu, Frédéric Precioso

CoRR, April, 2025

Mind the Map! Accounting for Existing Maps When Estimating Online HDMaps from Sensors.

Rémy Sun, Li Yang, Diane Lingrand, Frédéric Precioso

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Re-examining Concept-based Explainable Models for Multimodal Interpretative Tasks.

Julie Tores, Elisa Ancarani, Rémy Sun, Lucile Sassatelli, Hui-Yin Wu, Frédéric Precioso

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

CleverFish: An AI-Driven Platform to Monitor and Explore Marine Ecological Resources.

Kilian Bürgi, Stephane Petiot, Cécile Sabourault, Rémy Sun, Diane Lingrand, Benoit Derijard, Charles Bouveyron

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

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