Gomez, Aidan N.

Attention Is All You Need

Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, L., & Polosukhin, I. (2017) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 120,404

Disease variant prediction with deep generative models of evolutionary data

Frazer, J., Notin, P., Dias, M., Gomez, A., Min, J. K., Brock, K., Gal, Y., & Marks, D. S. (2021) · Nature

Genomics and Rare DiseasesGenetic Associations and Epidemiology

Cited by 791

One Model To Learn Them All

Kaiser, L., Gomez, A. N., Shazeer, N., Vaswani, A., Parmar, N., Jones, L., & Uszkoreit, J. (2017) · arXiv

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 253

Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval

Notin, P., Dias, M., Frazer, J., Marchena-Hurtado, J., Gomez, A., Marks, D. S., & Gal, Y. (2022) · arXiv

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 118

Prioritized Training on Points that are Learnable, Worth Learning, and Not Yet Learnt

Mindermann, S., Brauner, J., Razzak, M., Sharma, M., Kirsch, A., Xu, W., Höltgen, B., Gomez, A. N., Morisot, A., Farquhar, S., et al. (2022) · arXiv

Machine Learning and Data ClassificationStochastic Gradient Optimization Techniques

Cited by 28