KS(conf): A Light-Weight Test if a ConvNet Operates Outside of Its Specifications. - Rémy Sun; Christoph H. Lampert (GCPR, 2018)

Counterfactuals uncover the modular structure of deep generative models. - Michel Besserve; Rémy Sun; Bernhard Schölkopf (CoRR, 2018)

Counterfactuals uncover the modular structure of deep generative models. - Michel Besserve; Arash Mehrjou; Rémy Sun; Bernhard Schölkopf (ICLR, 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)

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)

A Theory of Independent Mechanisms for Extrapolation in Generative Models. - Michel Besserve; Rémy Sun; Dominik Janzing; Bernhard Schölkopf (AAAI, 2021)

MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks. - Alexandre Ramé; Rémy Sun; Matthieu Cord (ICCV, 2021)

Towards efficient feature sharing in MIMO architectures. - Rémy Sun; Alexandre Ramé; Clément Masson; Nicolas Thome; Matthieu Cord (CVPR Workshops, 2022)

Swapping Semantic Contents for Mixing Images. - Rémy Sun; Clément Masson; Gilles Hénaff; Nicolas Thome; Matthieu Cord (ICPR, 2022)

Content combination strategies for Image Classification. (Stratégies de combinaison de contenus pour la classification d'images). - Rémy Sun (2022)

Exploring the Road Graph in Trajectory Forecasting for Autonomous Driving. - Rémy Sun; Diane Lingrand; Frédéric Precioso (ICCV (Workshops), 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)

Semantic augmentation by mixing contents for semi-supervised learning. - Rémy Sun; Clément Masson; Gilles Hénaff; Nicolas Thome; Matthieu Cord (Pattern Recognit., 2024)

Mind the Map! Accounting for Existing Maps When Estimating Online HDMaps from Sensors. - Rémy Sun; Li Yang; Diane Lingrand; Frédéric Precioso (WACV, 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, 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; et al. (CoRR, 2025)