Aidan N. Gomez
Aidan N. Gomez has 2 papers in our library, in 2017–2018, most of them on Machine translation; often with Ashish Vaswani, Llion Jones, Lukasz Kaiser.
OpenAlex · ORCID · h-index 14 · 29 works · 26,375 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 17,908 times in our library · 6 more in our library without a page yet · ⭐ Paper Stars ranking: #147
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Machine translation · 1 work
💡 Concepts 3Key ideas and methods explained on our concept pages.Artificial intelligence · 1 workNatural language processing · 1 workTransformer and attention · 1 work
Works by year
2010s
Papers
- Attention Is All You Need (2017 · 17,458 citations)
Sequence-to-sequence models of the time relied on recurrent or convolutional encoders and decoders. Recurrence forces step-by-step computation, which makes training slow, and it makes links between distant words hard to learn. The authors propose the Transformer, an encoder-decoder network that drops recurrence and… - Tensor2Tensor for Neural Machine Translation (2018 · 191 citations)
This paper presents Tensor2Tensor (T2T), an open-source TensorFlow library from Google. It aims to make deep learning research, especially neural machine translation, faster to run and easier to reproduce. The authors first trace NMT from recurrent sequence-to-sequence models with attention, through convolutional…
All works
- Attention Is All You NeedarXiv:1706.03762Ashish Vaswani, Noam Shazeer, Niki Parmar, et al.2017 · 17,458 citations
- One Model To Learn Them All ↗arXiv (Cornell University) · no summary yetŁukasz Kaiser et al.2017 · 277 citations
- Depthwise Separable Convolutions for Neural Machine Translation ↗arXiv (Cornell University) · no summary yetŁukasz Kaiser, Aidan N. Gomez, Chollet, Francois2017 · 260 citations
- Tensor2Tensor for Neural Machine TranslationConference of the Association for Machine Translation in the Americas (AMTA)Ashish Vaswani, Samy Bengio, Eugene Brevdo, et al.2018 · 191 citations
- Unsupervised Cipher Cracking Using Discrete GANs ↗arXiv (Cornell University) · no summary yetAidan N. Gomez et al.2018 · 30 citations
- Exploring Low Rank Training of Deep Neural Networks ↗arXiv (Cornell University) · no summary yetSiddhartha Rao Kamalakara et al.2022 · 18 citations
- Interlocking Backpropagation: Improving depthwise model-parallelism ↗arXiv (Cornell University) · no summary yetAidan N. Gomez et al.2020 · 9 citations
- Large Scale Multi-Domain Multi-Task Learning with MultiModel ↗no summary yetŁukasz Kaiser et al.2018
Co-authors here
- Ashish Vaswani ×2
- Llion Jones ×2
- Lukasz Kaiser ×2
- Niki Parmar ×2
- Noam Shazeer ×2
- Eugene Brevdo
- Illia Polosukhin
- Jakob Uszkoreit
- Nal Kalchbrenner
- Ryan Sepassi
- Samy Bengio
- Stephan Gouws
Venues
Cited by
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