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Aidan Gomez
Aidan Gomez
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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 30, 2017
601852017
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
5142018
The reversible residual network: Backpropagation without storing activations
AN Gomez, M Ren, R Urtasun, RB Grosse
Advances in neural information processing systems 30, 2017
3842017
One model to learn them all
L Kaiser, AN Gomez, N Shazeer, A Vaswani, N Parmar, L Jones, ...
arXiv preprint arXiv:1706.05137, 2017
3172017
Depthwise Separable Convolutions for Neural Machine Translation
L Kaiser, AN Gomez, F Chollet
International Conference on Learning Representations, 2018
2642018
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
109*2021
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
81*2019
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
792019
The difficulty of training sparse neural networks
U Evci, F Pedregosa, A Gomez, E Elsen
arXiv preprint arXiv:1906.10732, 2019
622019
Unsupervised cipher cracking using discrete gans
AN Gomez, S Huang, I Zhang, BM Li, M Osama, L Kaiser
arXiv preprint arXiv:1801.04883, 2018
612018
Attention is all you need
N Shazeer, N Parmar, J Uszkoreit, L Jones, AN Gomez, Ł Kaiser, ...
Advances in Neural Information Processing Systems 30, 6000-6010, 2017
452017
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
Advances in Neural Information Processing Systems 34, 28742-28756, 2021
192021
Wat zei je? detecting out-of-distribution translations with variational transformers
TZ Xiao, AN Gomez, Y Gal
arXiv preprint arXiv:2006.08344, 2020
16*2020
Attention-based sequence transduction neural networks
NM Shazeer, AN Gomez, LM Kaiser, JD Uszkoreit, LO Jones, NJ Parmar, ...
US Patent 10,452,978, 2019
152019
Prioritized training on points that are learnable, worth learning, and not yet learnt
S Mindermann, JM Brauner, MT Razzak, M Sharma, A Kirsch, W Xu, ...
International Conference on Machine Learning, 15630-15649, 2022
82022
Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval
P Notin, M Dias, J Frazer, JM Hurtado, AN Gomez, D Marks, Y Gal
International Conference on Machine Learning, 16990-17017, 2022
62022
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
52021
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
52020
Depthwise separable convolutions for neural machine translation
AN Gomez, LM Kaiser, F Chollet
US Patent 10,853,590, 2020
32020
Interlocking Backpropagation: Improving depthwise model-parallelism
AN Gomez, O Key, S Gou, N Frosst, J Dean, Y Gal
arXiv preprint arXiv:2010.04116, 2020
22020
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