Augustus Odena

Senior Research Scientist, Google

Joined

October 2016

Names

Augustus Odena (Preferred)

Emails

****@google.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Senior Research Scientist

Google (google.com)

2016 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

GANs

Present

Semi-Supervised Learning

Present

Program Synthesis

Present

Publications

Show Your Work: Scratchpads for Intermediate Computation with Language Models
Maxwell Nye, Anders Johan Andreassen, Guy Gur-Ari, Henryk Michalewski, Jacob Austin, David Bieber, David Dohan, Aitor Lewkowycz, Maarten Bosma, David Luan, Charles Sutton, Augustus Odena
- Published: 26 Mar 2022, Last Modified: 05 May 2023
- DL4C 2022
- Readers: Everyone
Show Your Work: Scratchpads for Intermediate Computation with Language Models
Maxwell Nye, Anders Johan Andreassen, Guy Gur-Ari, Henryk Michalewski, Jacob Austin, David Bieber, David Dohan, Aitor Lewkowycz, Maarten Bosma, David Luan, Charles Sutton, Augustus Odena
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Program Synthesis with Large Language Models
Jacob Austin, Augustus Odena, Maxwell Nye, Maarten Bosma, Henryk Michalewski, David Dohan, Ellen Jiang, Carrie J. Cai, Michael Terry, Quoc V. Le, Charles Sutton
- 2021 (modified: 09 Sept 2021)
- CoRR 2021
- Readers: Everyone
BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration
Augustus Odena, Kensen Shi, David Bieber, Rishabh Singh, Charles Sutton, Hanjun Dai
- Published: 12 Jan 2021, Last Modified: 05 May 2023
- ICLR 2021 Spotlight
- Readers: Everyone
Top-K Training of GANs: Improving Generators by Making Critics Less Critical.
Samarth Sinha, Anirudh Goyal, Colin Raffel, Augustus Odena
- 2020 (modified: 09 Nov 2022)
- CoRR2020
- Readers: Everyone
Improved Consistency Regularization for GANs.
Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang
- 2020 (modified: 09 Nov 2022)
- CoRR2020
- Readers: Everyone
SMYRF - Efficient Attention using Asymmetric Clustering
Giannis Daras, Nikita Kitaev, Augustus Odena, Alexandros G. Dimakis
- 2020 (modified: 05 Nov 2022)
- NeurIPS 2020
- Readers: Everyone
Learnability and Complexity of Quantum Samples
Murphy Yuezhen Niu, Andrew M. Dai, Li Li, Augustus Odena, Zhengli Zhao, Vadim Smelyanskyi, Hartmut Neven, Sergio Boixo
- 2020 (modified: 15 Apr 2023)
- CoRR 2020
- Readers: Everyone
BUSTLE: Bottom-up program-Synthesis Through Learning-guided Exploration
Augustus Odena, Kensen Shi, David Bieber, Rishabh Singh, Charles Sutton
- 2020 (modified: 18 Apr 2023)
- CoRR 2020
- Readers: Everyone
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples
Samarth Sinha, Zhengli Zhao, Anirudh Goyal, Colin Raffel, Augustus Odena
- 2020 (modified: 09 Sept 2021)
- NeurIPS 2020
- Readers: Everyone

View all 21 publications

Co-Authors

View all 46 co-authors