| 2025 | ICLR | Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder. | Antoine Schnepf, Karim Kassab, Jean-Yves Franceschi, Laurent Caraffa, Flavian Vasile, Jrmie Mary, Andrew I. Comport, Valrie Gouet-Brunet |
| 2023 | ICML | Unveiling the Latent Space Geometry of Push-Forward Generative Models. | Thibaut Issenhuth, Ugo Tanielian, Jrmie Mary, David Picard |
| 2022 | WWW | Lessons from the AdKDD'21 Privacy-Preserving ML Challenge. | Eustache Diemert, Romain Fabre, Alexandre Gilotte, Fei Jia, Basile Leparmentier, Jrmie Mary, Zhonghua Qu, Ugo Tanielian, Hui Yang |
| 2022 | WACV | Latent reweighting, an almost free improvement for GANs. | Thibaut Issenhuth, Ugo Tanielian, David Picard, Jrmie Mary |
| 2020 | ECCV | Do Not Mask What You Do Not Need to Mask: A Parser-Free Virtual Try-On. | Thibaut Issenhuth, Jrmie Mary, Clment Calauznes |
| 2020 | ICML | Learning disconnected manifolds: a no GAN's land. | Ugo Tanielian, Thibaut Issenhuth, Elvis Dohmatob, Jrmie Mary |
| 2019 | ICML | Fairness-Aware Learning for Continuous Attributes and Treatments. | Jrmie Mary, Clment Calauznes, Noureddine El Karoui |
| 2019 | KDD | Tensorized Determinantal Point Processes for Recommendation. | Romain Warlop, Jrmie Mary, Mike Gartrell |
| 2018 | ECCV | Visual Reasoning with Multi-hop Feature Modulation. | Florian Strub, Mathieu Seurin, Ethan Perez, Harm de Vries, Jrmie Mary, Philippe Preux, Aaron C. Courville, Olivier Pietquin |
| 2017 | AAAI | Parallel Higher Order Alternating Least Square for Tensor Recommender System. | Romain Warlop, Alessandro Lazaric, Jrmie Mary |
| 2017 | IJCAI | End-to-end optimization of goal-driven and visually grounded dialogue systems. | Florian Strub, Harm de Vries, Jrmie Mary, Bilal Piot, Aaron C. Courville, Olivier Pietquin |
| 2016 | RecSys | Hybrid Recommender System based on Autoencoders. | Florian Strub, Romaric Gaudel, Jrmie Mary |
| 2014 | ICML | Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques. | Jrmie Mary, Philippe Preux, Olivier Nicol |
| 2010 | ICDM | Advertising Campaigns Management: Should We Be Greedy? | Sertan Girgin, Jrmie Mary, Philippe Preux, Olivier Nicol |
| 2008 | ECAI | Adaptive play in Texas Hold'em Poker. | Raphal Matrepierre, Jrmie Mary, Rmi Munos |
| 2007 | ICINCO | Active learning in regression, with application to stochastic dynamic programming. | Olivier Teytaud, Sylvain Gelly, Jrmie Mary |
| 2006 | ESANN | Learning for stochastic dynamic programming. | Sylvain Gelly, Jrmie Mary, Olivier Teytaud |
| 2006 | PPSN | On the Ultimate Convergence Rates for Isotropic Algorithms and the Best Choices Among Various Forms of Isotropy. | Olivier Teytaud, Sylvain Gelly, Jrmie Mary |