| Sparsified SGD with memory SU Stich, JB Cordonnier, M Jaggi NeurIPS 2018, 4447-4458, 2018 | 957 | 2018 |
| On the Relationship between Self-Attention and Convolutional Layers JB Cordonnier, A Loukas, M Jaggi ICLR 2020, 2019 | 722 | 2019 |
| Attention is not all you need: Pure attention loses rank doubly exponentially with depth Y Dong, JB Cordonnier, A Loukas ICML 2021, 2021 | 431 | 2021 |
| Multi-head attention: Collaborate instead of concatenate JB Cordonnier, A Loukas, M Jaggi arXiv preprint arXiv:2006.16362, 2020 | 151 | 2020 |
| Differentiable Patch Selection for Image Recognition JB Cordonnier, A Mahendran, A Dosovitskiy, D Weissenborn, J Uszkoreit, ... CVPR 2021, 2021 | 103 | 2021 |
| Group Equivariant Stand-Alone Self-Attention For Vision DW Romero, JB Cordonnier ICLR 2021, 2020 | 59 | 2020 |
| On the relationship between self-attention and convolutional layers. arXiv 2019 JB Cordonnier, A Loukas, M Jaggi arXiv preprint arXiv:1911.03584, 2019 | 30 | 2019 |
| Extrapolating paths with graph neural networks JB Cordonnier, A Loukas IJCAI 2019, 2019 | 21 | 2019 |
| Convex optimization using sparsified stochastic gradient descent with memory JB Cordonnier EPFL Master Thesis, 2018 | 19 | 2018 |
| Robust cross-lingual embeddings from parallel sentences A Sabet, P Gupta, JB Cordonnier, R West, M Jaggi arXiv preprint arXiv:1912.12481, 2019 | 18 | 2019 |
| Point-of-care lung ultrasonography for early identification of mild COVID-19: a prospective cohort of outpatients in a Swiss screening center S Schaad, T Brahier, MA Hartley, JB Cordonnier, L Bosso, T Espejo, ... Bmj Open 12 (6), e060181, 2022 | 3 | 2022 |
| End-to-End Training of Neural Networks for Image Processing T Unterthiner, A Dosovitskiy, A Mahendran, D Weissenborn, JD Uszkoreit, ... US Patent App. 17/538,891, 2022 | 2 | 2022 |
| Point-of-care lung ultrasonography for early identification of mild COVID-19: a prospective cohort of outpatients in a Swiss screening center S Schaad, T Brahier, MA Hartley, JB Cordonnier, L Bosso, T Espejo, ... medRxiv, 2021.03. 23.21254150, 2021 | 2 | 2021 |
| Transformer Models for Vision JBFMJ Cordonnier EPFL, 2023 | | 2023 |
Martin JaggiEPFLVahvistettu sähköpostiosoite verkkotunnuksessa epfl.ch