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James Bradbury
Tytuł
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PyTorch: An imperative style, high-performance deep learning library
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
Advances in Neural Information Processing Systems, 8024-8035, 2019
219532019
Ask me anything: Dynamic memory networks for natural language processing
A Kumar, O Irsoy, P Ondruska, M Iyyer, J Bradbury, I Gulrajani, V Zhong, ...
ICML 2016, 2016
13192016
Pointer Sentinel Mixture Models
S Merity, C Xiong, J Bradbury, R Socher
ICLR 2017, 2016
12372016
Learned in Translation: Contextualized Word Vectors
B McCann, J Bradbury, C Xiong, R Socher
NIPS 2017, 2017
10012017
JAX: composable transformations of Python+NumPy programs
J Bradbury, R Frostig, P Hawkins, MJ Johnson, C Leary, D Maclaurin, ...
https://github.com/google/jax, 18, 2018
9452018
Non-Autoregressive Neural Machine Translation
J Gu, J Bradbury, C Xiong, VOK Li, R Socher
ICLR 2018, 2018
5362018
Quasi-Recurrent Neural Networks
J Bradbury, S Merity, C Xiong, R Socher
ICLR 2017, 2016
5062016
PaLM: Scaling Language Modeling with Pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311, 2022
2492022
Scaling language models: Methods, analysis & insights from training gopher
JW Rae, S Borgeaud, T Cai, K Millican, J Hoffmann, F Song, J Aslanides, ...
arXiv preprint arXiv:2112.11446, 2021
1612021
OpenSpiel: A framework for reinforcement learning in games
M Lanctot, E Lockhart, JB Lespiau, V Zambaldi, S Upadhyay, J Pérolat, ...
arXiv preprint arXiv:1908.09453, 2019
1362019
MetaMind Neural Machine Translation System for WMT 2016
J Bradbury, R Socher
WMT 2016, 2016
172016
On Machine Learning and Programming Languages
M Innes, S Karpinski, V Shah, D Barber, P Stenetorp, T Besard, ...
SysML 2018, 2018
162018
Block-diagonal Hessian-free Optimization for Training Neural Networks
H Zhang, C Xiong, J Bradbury, R Socher
arXiv preprint arXiv:1712.07296, 2017
162017
A Flexible Approach to Automated RNN Architecture Generation
M Schrimpf, S Merity, J Bradbury, R Socher
ICLR Workshop 2018, 2018
152018
Towards Neural Machine Translation with Latent Tree Attention
J Bradbury, R Socher
SPNLP 2017, 2017
152017
Exploring the limits of Concurrency in ML Training on Google TPUs
S Kumar, Y Wang, C Young, J Bradbury, N Kumar, D Chen, A Swing
MLSys 2021, 2021
102021
A High-Quality Multilingual Dataset for Structured Documentation Translation
K Hashimoto, R Buschiazzo, J Bradbury, T Marshall, R Socher, C Xiong
Proceedings of the Fourth Conference on Machine Translation (Volume 1 …, 2019
92019
PaLI: A Jointly-Scaled Multilingual Language-Image Model
X Chen, X Wang, S Changpinyo, AJ Piergiovanni, P Padlewski, D Salz, ...
arXiv preprint arXiv:2209.06794, 2022
62022
Automatic Batching as a Compiler Pass in PyTorch
J Bradbury, C Fu
Workshop on Systems for ML, 2018
52018
Scalable Language Modeling: WikiText-103 on a Single GPU in 12 hours
S Merity, NS Keskar, J Bradbury, R Socher
SysML 2018, 2018
42018
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