Jacob Austin

AI Resident, Google

Joined

May 2021

Names

Jacob Austin (Preferred)

Emails

****@google.com (Confirmed)

Personal Links

Career & Education History

AI Resident

Google (google.com)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

program synthesis

Present

generative models

Present

reinforcement learning

Present

Publications

Measuring the Impact of Programming Language Distribution
Gabriel Orlanski, Kefan Xiao, Xavier Garcia, Jeffrey Hui, Joshua Howland, Jonathan Malmaud, Jacob Austin, Rishabh Singh, Michele Catasta
- ICML 2023 Poster
- 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: 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
Beyond In-Place Corruption: Insertion and Deletion In Denoising Probabilistic Models
Daniel D. Johnson, Jacob Austin, Rianne van den Berg, Daniel Tarlow
- Published: 15 Jun 2021, Last Modified: 05 May 2023
- INNF+ 2021 poster
- Readers: Everyone
Structured Denoising Diffusion Models in Discrete State-Spaces
Jacob Austin, Daniel D. Johnson, Jonathan Ho, Daniel Tarlow, Rianne van den Berg
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone

Co-Authors