| Attention is all you need A Vaswani, N Shazeer, N Parmar, J Uszkoreit, L Jones, AN Gomez, ... Advances in neural information processing systems 30, 2017 | 77532 | 2017 |
| An image is worth 16x16 words: Transformers for image recognition at scale A Dosovitskiy, L Beyer, A Kolesnikov, D Weissenborn, X Zhai, ... arXiv preprint arXiv:2010.11929, 2020 | 16666 | 2020 |
| Self-attention with relative position representations P Shaw, J Uszkoreit, A Vaswani arXiv preprint arXiv:1803.02155, 2018 | 1661 | 2018 |
| A decomposable attention model for natural language inference AP Parikh, O Täckström, D Das, J Uszkoreit arXiv preprint arXiv:1606.01933, 2016 | 1455 | 2016 |
| Natural questions: a benchmark for question answering research T Kwiatkowski, J Palomaki, O Redfield, M Collins, A Parikh, C Alberti, ... Transactions of the Association for Computational Linguistics 7, 453-466, 2019 | 1406 | 2019 |
| Image transformer N Parmar, A Vaswani, J Uszkoreit, L Kaiser, N Shazeer, A Ku, D Tran International conference on machine learning, 4055-4064, 2018 | 1373 | 2018 |
| Mlp-mixer: An all-mlp architecture for vision IO Tolstikhin, N Houlsby, A Kolesnikov, L Beyer, X Zhai, T Unterthiner, ... Advances in neural information processing systems 34, 24261-24272, 2021 | 1163 | 2021 |
| An image is worth 16x16 words: Transformers for image recognition at scale. arXiv 2020 A Dosovitskiy, L Beyer, A Kolesnikov, D Weissenborn, X Zhai, ... arXiv preprint arXiv:2010.11929, 2010 | 881 | 2010 |
| Universal transformers M Dehghani, S Gouws, O Vinyals, J Uszkoreit, Ł Kaiser arXiv preprint arXiv:1807.03819, 2018 | 694 | 2018 |
| Attention is all you need. arXiv 2017 A Vaswani, N Shazeer, N Parmar, J Uszkoreit, L Jones, AN Gomez, ... arXiv preprint arXiv:1706.03762, 2017 | 675 | 2017 |
| Music transformer CZA Huang, A Vaswani, J Uszkoreit, N Shazeer, I Simon, C Hawthorne, ... arXiv preprint arXiv:1809.04281, 2018 | 608 | 2018 |
| Tensor2tensor for neural machine translation A Vaswani, S Bengio, E Brevdo, F Chollet, AN Gomez, S Gouws, L Jones, ... arXiv preprint arXiv:1803.07416, 2018 | 550 | 2018 |
| Object-centric learning with slot attention F Locatello, D Weissenborn, T Unterthiner, A Mahendran, G Heigold, ... Advances in Neural Information Processing Systems 33, 11525-11538, 2020 | 408 | 2020 |
| Gomez Aidan N., Kaiser Łukasz, and Polosukhin Illia. 2017 V Ashish, S Noam, P Niki, U Jakob, J Llion Attention is all you need. In Advances in neural information processing …, 2017 | 400 | 2017 |
| One model to learn them all L Kaiser, AN Gomez, N Shazeer, A Vaswani, N Parmar, L Jones, ... arXiv preprint arXiv:1706.05137, 2017 | 345 | 2017 |
| Attention is all you need (2017) A Vaswani, N Shazeer, N Parmar, J Uszkoreit, L Jones, AN Gomez, ... arXiv preprint arXiv:1706.03762, 2019 | 308 | 2019 |
| How to train your vit? data, augmentation, and regularization in vision transformers A Steiner, A Kolesnikov, X Zhai, R Wightman, J Uszkoreit, L Beyer arXiv preprint arXiv:2106.10270, 2021 | 261 | 2021 |
| Cross-lingual word clusters for direct transfer of linguistic structure O Täckström, R McDonald, J Uszkoreit The 2012 conference of the north american chapter of the association for …, 2012 | 258 | 2012 |
| Insertion transformer: Flexible sequence generation via insertion operations M Stern, W Chan, J Kiros, J Uszkoreit International Conference on Machine Learning, 5976-5985, 2019 | 205 | 2019 |
| Transforming machine translation: a deep learning system reaches news translation quality comparable to human professionals M Popel, M Tomkova, J Tomek, Ł Kaiser, J Uszkoreit, O Bojar, ... Nature communications 11 (1), 4381, 2020 | 195 | 2020 |
