Aidan Gomez
Aidan Gomez
Department of Computer Science, University of Oxford
cohere.ai의 이메일 확인됨 - 홈페이지
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Attention is all you need
A Vaswani, N Shazeer, N Parmar, J Uszkoreit, L Jones, AN Gomez, ...
arXiv preprint arXiv:1706.03762, 2017
214932017
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
3582018
One model to learn them all
L Kaiser, AN Gomez, N Shazeer, A Vaswani, N Parmar, L Jones, ...
arXiv preprint arXiv:1706.05137, 2017
2442017
The reversible residual network: Backpropagation without storing activations
AN Gomez, M Ren, R Urtasun, RB Grosse
arXiv preprint arXiv:1707.04585, 2017
2402017
Depthwise Separable Convolutions for Neural Machine Translation
L Kaiser, AN Gomez, F Chollet
International Conference on Learning Representations, 2018
1592018
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
62*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
402018
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
27*2019
The difficulty of training sparse neural networks
U Evci, F Pedregosa, A Gomez, E Elsen
arXiv preprint arXiv:1906.10732, 2019
222019
Wat zei je? Detecting Out-of-Distribution Translations with Variational Transformers
TZ Xiao, AN Gomez, Y Gal
arXiv preprint arXiv:2006.08344, 2020
5*2020
Depthwise separable convolutions for neural machine translation
AN Gomez, LM Kaiser, F Chollet
US Patent 10,853,590, 2020
22020
Attention-based sequence transduction neural networks
NM Shazeer, AN Gomez, LM Kaiser, JD Uszkoreit, LO Jones, NJ Parmar, ...
US Patent 10,452,978, 2019
22019
Multi-task multi-modal machine learning system
NM Shazeer, AN Gomez, LM Kaiser, JD Uszkoreit, LO Jones, NJ Parmar, ...
US Patent 10,789,427, 2020
12020
Sliceout: Training transformers and cnns faster while using less memory
P Notin, AN Gomez, J Yoo, Y Gal
arXiv preprint arXiv:2007.10909, 2020
12020
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
12020
Depthwise separable convolutions for neural machine translation
AN Gomez, LM Kaiser, F Chollet
US Patent App. 17/100,169, 2021
2021
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
2021
Interlocking Backpropagation: Improving depthwise model-parallelism
AN Gomez, O Key, S Gou, N Frosst, J Dean, Y Gal
arXiv preprint arXiv:2010.04116, 2020
2020
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
2020
RL: Generic reinforcement learning codebase in TensorFlow
BM Li, A Cowen-Rivers, P Kozakowski, D Tao, SR Kamalakara, ...
Journal of Open Source Software 4 (42), 1524, 2019
2019
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