| 2025 | ICLR | PETRA: Parallel End-to-end Training with Reversible Architectures. | Stphane Rivaud, Louis Fournier, Thomas Pumir, Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon |
| 2025 | ICML | DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction. | Rudy Morel, Jiequn Han, Edouard Oyallon |
| 2023 | ICML | Can Forward Gradient Match Backpropagation? | Louis Fournier, Stphane Rivaud, Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon |
| 2023 | ICML | DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization. | Adel Nabli, Edouard Oyallon |
| 2021 | ICLR | The Unreasonable Effectiveness of Patches in Deep Convolutional Kernels Methods. | Louis Thiry, Michael Arbel, Eugene Belilovsky, Edouard Oyallon |
| 2021 | MICCAI | Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia Assessment. | Othmane Laousy, Guillaume Chassagnon, Edouard Oyallon, Nikos Paragios, Marie-Pierre Revel, Maria Vakalopoulou |
| 2020 | ICML | Decoupled Greedy Learning of CNNs. | Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon |
| 2020 | ICML | Interferometric Graph Transform: a Deep Unsupervised Graph Representation. | Edouard Oyallon |
| 2019 | ICML | Greedy Layerwise Learning Can Scale To ImageNet. | Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon |
| 2018 | ECCV | Compressing the Input for CNNs with the First-Order Scattering Transform. | Edouard Oyallon, Eugene Belilovsky, Sergey Zagoruyko, Michal Valko |
| 2018 | ICLR | i-RevNet: Deep Invertible Networks. | Jrn-Henrik Jacobsen, Arnold W. M. Smeulders, Edouard Oyallon |
| 2018 | ICLR | Nonlinear Acceleration of CNNs. | Damien Scieur, Edouard Oyallon, Alexandre d'Aspremont, Francis R. Bach |
| 2017 | CVPR | Building a Regular Decision Boundary with Deep Networks. | Edouard Oyallon |
| 2017 | ICCV | Scaling the Scattering Transform: Deep Hybrid Networks. | Edouard Oyallon, Eugene Belilovsky, Sergey Zagoruyko |
| 2015 | CVPR | Deep roto-translation scattering for object classification. | Edouard Oyallon, Stphane Mallat |