Augustus Odena

According to our database, Augustus Odena authored at least 26 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Show Your Work: Scratchpads for Intermediate Computation with Language Models.

Maxwell I. 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

CoRR, 2021

Program Synthesis with Large Language Models.

Jacob Austin, Augustus Odena, Maxwell I. Nye, Maarten Bosma, Henryk Michalewski, David Dohan, Ellen Jiang, Carrie J. Cai, Michael Terry, Quoc V. Le, Charles Sutton

CoRR, 2021

BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration.

Augustus Odena, Kensen Shi, David Bieber, Rishabh Singh, Charles Sutton, Hanjun Dai

Proceedings of the 9th International Conference on Learning Representations, 2021

Improved Consistency Regularization for GANs.

Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Learnability and Complexity of Quantum Samples.

Murphy Yuezhen Niu, Andrew M. Dai, Li Li, Augustus Odena, Zhengli Zhao, Vadim Smelyanskyi, Hartmut Neven, Sergio Boixo

CoRR, 2020

BUSTLE: Bottom-up program-Synthesis Through Learning-guided Exploration.

Augustus Odena, Kensen Shi, David Bieber, Rishabh Singh, Charles Sutton

CoRR, 2020

Top-K Training of GANs: Improving Generators by Making Critics Less Critical.

Samarth Sinha, Anirudh Goyal, Colin Raffel, Augustus Odena

CoRR, 2020

Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples.

Samarth Sinha, Zhengli Zhao, Anirudh Goyal, Colin Raffel, Augustus Odena

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

SMYRF - Efficient Attention using Asymmetric Clustering.

Giannis Daras, Nikita Kitaev, Augustus Odena, Alexandros G. Dimakis

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Small-GAN: Speeding up GAN Training using Core-Sets.

Samarth Sinha, Han Zhang, Anirudh Goyal, Yoshua Bengio, Hugo Larochelle, Augustus Odena

Proceedings of the 37th International Conference on Machine Learning, 2020

Consistency Regularization for Generative Adversarial Networks.

Han Zhang, Zizhao Zhang, Augustus Odena, Honglak Lee

Proceedings of the 8th International Conference on Learning Representations, 2020

Learning to Represent Programs with Property Signatures.

Augustus Odena, Charles Sutton

Proceedings of the 8th International Conference on Learning Representations, 2020

Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models.

Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Improving Differentially Private Models with Active Learning.

Zhengli Zhao, Nicolas Papernot, Sameer Singh, Neoklis Polyzotis, Augustus Odena

CoRR, 2019

Self-Attention Generative Adversarial Networks.

Han Zhang, Ian J. Goodfellow, Dimitris N. Metaxas, Augustus Odena

Proceedings of the 36th International Conference on Machine Learning, 2019

TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing.

Augustus Odena, Catherine Olsson, David G. Andersen, Ian J. Goodfellow

Proceedings of the 36th International Conference on Machine Learning, 2019

Discriminator Rejection Sampling.

Samaneh Azadi, Catherine Olsson, Trevor Darrell, Ian J. Goodfellow, Augustus Odena

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Skill Rating for Generative Models.

Catherine Olsson, Surya Bhupatiraju, Tom B. Brown, Augustus Odena, Ian J. Goodfellow

CoRR, 2018

TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing.

Augustus Odena, Ian J. Goodfellow

CoRR, 2018

Realistic Evaluation of Deep Semi-Supervised Learning Algorithms.

Avital Oliver, Augustus Odena, Colin Raffel, Ekin Dogus Cubuk, Ian J. Goodfellow

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Is Generator Conditioning Causally Related to GAN Performance?

Augustus Odena, Jacob Buckman, Catherine Olsson, Tom B. Brown, Christopher Olah, Colin Raffel, Ian J. Goodfellow

Proceedings of the 35th International Conference on Machine Learning, 2018

Realistic Evaluation of Semi-Supervised Learning Algorithms.

Avital Oliver, Augustus Odena, Colin Raffel, Ekin D. Cubuk, Ian J. Goodfellow

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Conditional Image Synthesis with Auxiliary Classifier GANs.

Augustus Odena, Christopher Olah, Jonathon Shlens

Proceedings of the 34th International Conference on Machine Learning, 2017

Changing Model Behavior at Test-time Using Reinforcement Learning.

Augustus Odena, Dieterich Lawson, Christopher Olah

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Semi-Supervised Learning with Generative Adversarial Networks.

Augustus Odena

CoRR, 2016

Faster Asynchronous SGD.

Augustus Odena

CoRR, 2016