Aidan Gomez
Aidan Gomez
Department of Computer Science, University of Oxford
Verified email at cohere.ai - Homepage
Title
Cited by
Cited by
Year
Attention is all you need
A Vaswani, N Shazeer, N Parmar, J Uszkoreit, L Jones, AN Gomez, ...
Advances in neural information processing systems, 5998-6008, 2017
348002017
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
4422018
The reversible residual network: Backpropagation without storing activations
AN Gomez, M Ren, R Urtasun, RB Grosse
Proceedings of the 31st International Conference on Neural Information …, 2017
3072017
One model to learn them all
L Kaiser, AN Gomez, N Shazeer, A Vaswani, N Parmar, L Jones, ...
arXiv preprint arXiv:1706.05137, 2017
2802017
Depthwise Separable Convolutions for Neural Machine Translation
L Kaiser, AN Gomez, F Chollet
International Conference on Learning Representations, 2018
1972018
Learning Sparse Networks Using Targeted Dropout
AN Gomez, I Zhang, S Rao Kamalakara, D Madaan, K Swersky, Y Gal, ...
arXiv preprint arXiv:1905.13678, 2019
85*2019
A systematic comparison of bayesian deep learning robustness in diabetic retinopathy tasks
A Filos, S Farquhar, AN Gomez, TGJ Rudner, Z Kenton, L Smith, ...
arXiv preprint arXiv:1912.10481, 2019
53*2019
Unsupervised cipher cracking using discrete gans
AN Gomez, S Huang, I Zhang, BM Li, M Osama, L Kaiser
arXiv preprint arXiv:1801.04883, 2018
532018
The difficulty of training sparse neural networks
U Evci, F Pedregosa, A Gomez, E Elsen
arXiv preprint arXiv:1906.10732, 2019
382019
Wat zei je? detecting out-of-distribution translations with variational transformers
TZ Xiao, AN Gomez, Y Gal
arXiv preprint arXiv:2006.08344, 2020
11*2020
Large-scale clinical interpretation of genetic variants using evolutionary data and deep learning
J Frazer, P Notin, M Dias, A Gomez, K Brock, Y Gal, D Marks
bioRxiv, 2020
72020
Attention-based sequence transduction neural networks
NM Shazeer, AN Gomez, LM Kaiser, JD Uszkoreit, LO Jones, NJ Parmar, ...
US Patent 10,452,978, 2019
62019
Disease variant prediction with deep generative models of evolutionary data
J Frazer, P Notin, M Dias, A Gomez, JK Min, K Brock, Y Gal, DS Marks
Nature 599 (7883), 91-95, 2021
42021
Predicting Twitter Engagement With Deep Language Models
M Volkovs, Z Cheng, M Ravaut, H Yang, K Shen, JP Zhou, A Wong, ...
Proceedings of the Recommender Systems Challenge 2020, 38-43, 2020
32020
Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning
J Kossen, N Band, C Lyle, AN Gomez, T Rainforth, Y Gal
arXiv preprint arXiv:2106.02584, 2021
22021
Depthwise separable convolutions for neural machine translation
AN Gomez, LM Kaiser, F Chollet
US Patent 10,853,590, 2020
22020
Improving compute efficacy frontiers with SliceOut
P Notin, AN Gomez, J Yoo, Y Gal
arXiv preprint arXiv:2007.10909, 2020
22020
Robustness to Pruning Predicts Generalization in Deep Neural Networks
L Kuhn, C Lyle, AN Gomez, J Rothfuss, Y Gal
arXiv preprint arXiv:2103.06002, 2021
12021
Interlocking Backpropagation: Improving depthwise model-parallelism
AN Gomez, O Key, S Gou, N Frosst, J Dean, Y Gal
arXiv preprint arXiv:2010.04116, 2020
12020
Prioritized training on points that are learnable, worth learning, and not yet learned
S Mindermann, M Razzak, W Xu, A Kirsch, M Sharma, A Morisot, ...
arXiv preprint arXiv:2107.02565, 2021
2021
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