Augustus Odena

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 38

Top Topics

Differentially Private

Generative Model

Program Synthesis

Supervised Learning

Top Venues

Publications

Jacob Austin, Augustus Odena, Maxwell Nye, Maarten Bosma, Henryk Michalewski, David Dohan, Ellen Jiang, Carrie J. Cai, Michael Terry, Quoc V. Le, Charles Sutton
Program Synthesis with Large Language Models. CoRR (2021)
Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang
Improved Consistency Regularization for GANs. AAAI (2021)
Augustus Odena, Kensen Shi, David Bieber, Rishabh Singh, Charles Sutton, Hanjun Dai
BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration. ICLR (2021)
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
Show Your Work: Scratchpads for Intermediate Computation with Language Models. CoRR (2021)
Murphy Yuezhen Niu, Andrew M. Dai, Li Li, Augustus Odena, Zhengli Zhao, Vadim Smelyanskyi, Hartmut Neven, Sergio Boixo
Learnability and Complexity of Quantum Samples. CoRR (2020)
Samarth Sinha, Anirudh Goyal, Colin Raffel, Augustus Odena
Top-K Training of GANs: Improving Generators by Making Critics Less Critical. CoRR (2020)
Augustus Odena, Kensen Shi, David Bieber, Rishabh Singh, Charles Sutton
BUSTLE: Bottom-up program-Synthesis Through Learning-guided Exploration. CoRR (2020)
Giannis Daras, Nikita Kitaev, Augustus Odena, Alexandros G. Dimakis
SMYRF: Efficient Attention using Asymmetric Clustering. CoRR (2020)
Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang
Improved Consistency Regularization for GANs. CoRR (2020)
Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models. CVPR (2020)
Augustus Odena, Charles Sutton
Learning to Represent Programs with Property Signatures. CoRR (2020)
Augustus Odena, Charles Sutton
Learning to Represent Programs with Property Signatures. ICLR (2020)
Han Zhang, Zizhao Zhang, Augustus Odena, Honglak Lee
Consistency Regularization for Generative Adversarial Networks. ICLR (2020)
Giannis Daras, Nikita Kitaev, Augustus Odena, Alexandros G. Dimakis
SMYRF - Efficient Attention using Asymmetric Clustering. NeurIPS (2020)
Samarth Sinha, Zhengli Zhao, Anirudh Goyal, Colin Raffel, Augustus Odena
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples. NeurIPS (2020)
Samarth Sinha, Han Zhang, Anirudh Goyal, Yoshua Bengio, Hugo Larochelle, Augustus Odena
Small-GAN: Speeding up GAN Training using Core-Sets. ICML (2020)
Samarth Sinha, Han Zhang, Anirudh Goyal, Yoshua Bengio, Hugo Larochelle, Augustus Odena
Small-GAN: Speeding Up GAN Training Using Core-sets. CoRR (2019)
Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models. CoRR (2019)
Augustus Odena, Catherine Olsson, David G. Andersen, Ian J. Goodfellow
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing. ICML (2019)
Han Zhang, Ian J. Goodfellow, Dimitris N. Metaxas, Augustus Odena
Self-Attention Generative Adversarial Networks. ICML (2019)
Han Zhang, Zizhao Zhang, Augustus Odena, Honglak Lee
Consistency Regularization for Generative Adversarial Networks. CoRR (2019)
Zhengli Zhao, Nicolas Papernot, Sameer Singh, Neoklis Polyzotis, Augustus Odena
Improving Differentially Private Models with Active Learning. CoRR (2019)
Samaneh Azadi, Catherine Olsson, Trevor Darrell, Ian J. Goodfellow, Augustus Odena
Discriminator Rejection Sampling. ICLR (Poster) (2019)
Samaneh Azadi, Catherine Olsson, Trevor Darrell, Ian J. Goodfellow, Augustus Odena
Discriminator Rejection Sampling. CoRR (2018)
Avital Oliver, Augustus Odena, Colin Raffel, Ekin Dogus Cubuk, Ian J. Goodfellow
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms. NeurIPS (2018)
Avital Oliver, Augustus Odena, Colin Raffel, Ekin D. Cubuk, Ian J. Goodfellow
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms. CoRR (2018)
Augustus Odena, Jacob Buckman, Catherine Olsson, Tom B. Brown, Christopher Olah, Colin Raffel, Ian J. Goodfellow
Is Generator Conditioning Causally Related to GAN Performance? CoRR (2018)
Catherine Olsson, Surya Bhupatiraju, Tom B. Brown, Augustus Odena, Ian J. Goodfellow
Skill Rating for Generative Models. CoRR (2018)
Augustus Odena, Jacob Buckman, Catherine Olsson, Tom B. Brown, Christopher Olah, Colin Raffel, Ian J. Goodfellow
Is Generator Conditioning Causally Related to GAN Performance? ICML (2018)
Augustus Odena, Ian J. Goodfellow
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing. CoRR (2018)
Avital Oliver, Augustus Odena, Colin Raffel, Ekin D. Cubuk, Ian J. Goodfellow
Realistic Evaluation of Semi-Supervised Learning Algorithms. ICLR (Workshop) (2018)
Han Zhang, Ian J. Goodfellow, Dimitris N. Metaxas, Augustus Odena
Self-Attention Generative Adversarial Networks. CoRR (2018)
Augustus Odena, Dieterich Lawson, Christopher Olah
Changing Model Behavior at Test-Time Using Reinforcement Learning. CoRR (2017)
Augustus Odena, Dieterich Lawson, Christopher Olah
Changing Model Behavior at Test-time Using Reinforcement Learning. ICLR (Workshop) (2017)
Augustus Odena, Christopher Olah, Jonathon Shlens
Conditional Image Synthesis with Auxiliary Classifier GANs. ICML (2017)
Augustus Odena
Faster Asynchronous SGD. CoRR (2016)
Augustus Odena, Christopher Olah, Jonathon Shlens
Conditional Image Synthesis With Auxiliary Classifier GANs. CoRR (2016)
Augustus Odena
Semi-Supervised Learning with Generative Adversarial Networks. CoRR (2016)