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Jacob Austin
Jacob Austin
Researcher, DeepMind
Verified email at google.com
Title
Cited by
Cited by
Year
Palm: Scaling language modeling with pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
Journal of Machine Learning Research 24 (240), 1-113, 2023
60012023
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ...
arXiv preprint arXiv:2312.11805, 2023
36002023
Palm 2 technical report
R Anil, AM Dai, O Firat, M Johnson, D Lepikhin, A Passos, S Shakeri, ...
arXiv preprint arXiv:2305.10403, 2023
17892023
Program synthesis with large language models
J Austin, A Odena, M Nye, M Bosma, H Michalewski, D Dohan, E Jiang, ...
arXiv preprint arXiv:2108.07732, 2021
17032021
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ...
arXiv preprint arXiv:2403.05530, 2024
14282024
Gemma: Open models based on gemini research and technology
G Team, T Mesnard, C Hardin, R Dadashi, S Bhupatiraju, S Pathak, ...
arXiv preprint arXiv:2403.08295, 2024
11492024
Structured denoising diffusion models in discrete state-spaces
J Austin, DD Johnson, J Ho, D Tarlow, R Van Den Berg
Advances in neural information processing systems 34, 17981-17993, 2021
9392021
Show your work: Scratchpads for intermediate computation with language models
M Nye, AJ Andreassen, G Gur-Ari, H Michalewski, J Austin, D Bieber, ...
6852021
Scaling up models and data with t5x and seqio
A Roberts, HW Chung, G Mishra, A Levskaya, J Bradbury, D Andor, ...
Journal of Machine Learning Research 24 (377), 1-8, 2023
1642023
Palm: Scaling language modeling with pathways, 2022
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311, 2022
1402022
Language model cascades
D Dohan, W Xu, A Lewkowycz, J Austin, D Bieber, RG Lopes, Y Wu, ...
arXiv preprint arXiv:2207.10342, 2022
902022
Measuring the impact of programming language distribution
G Orlanski, K Xiao, X Garcia, J Hui, J Howland, J Malmaud, J Austin, ...
International Conference on Machine Learning, 26619-26645, 2023
282023
Titan: A parallel asynchronous library for multi-agent and soft-body robotics using nvidia cuda
J Austin, R Corrales-Fatou, S Wyetzner, H Lipson
2020 IEEE International Conference on Robotics and Automation (ICRA), 7754-7760, 2020
272020
Beyond in-place corruption: Insertion and deletion in denoising probabilistic models
DD Johnson, J Austin, R Berg, D Tarlow
arXiv preprint arXiv:2107.07675, 2021
192021
Resolving code review comments with machine learning
A Frömmgen, J Austin, P Choy, N Ghelani, L Kharatyan, G Surita, ...
Proceedings of the 46th International Conference on Software Engineering …, 2024
182024
Large vacuum flux surfaces generated by tilted planar coils
JL Li, J Austin, KC Hammond, BY Israeli, FA Volpe
Plasma physics and controlled fusion 61 (7), 075005, 2019
32019
Tilted Planar Interlinked Coils as a Means of Generating Rotational Transform-Modelling and Experiment.
SF Mazhar, F Volpe, R Diaz-Pacheco, K Hammond, B Israeli, J Li, J Mann, ...
APS April Meeting Abstracts 2018, F01. 013, 2018
12018
Image Analysis by Prompting of Machine-Learned Models Using Chain of Thought
JW Wei, D Zhou, X Wang, DE Schuurmans, QV Le, MP Bosma, EH Chi, ...
US Patent App. 18/967,327, 2025
2025
How to Scale Your Model
J Austin, S Douglas, R Frostig, A Levskaya, C Chen, S Vikram, F Lebron, ...
Google DeepMind, 2025
2025
Machine-learned models for generating code snippets with predicted placeholders for optimizing software development
DDW Johnson, DS Tarlow, M Tabachnyk, MH Rasi, J Austin, ...
US Patent App. 18/618,371, 2024
2024
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