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ORCIDAugustus Odena
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2020 – today
- 2021
[c16]Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang:
Improved Consistency Regularization for GANs. AAAI 2021: 11033-11041- [c15]Augustus Odena, Kensen Shi, David Bieber, Rishabh Singh, Charles Sutton, Hanjun Dai:
BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration. ICLR 2021 - [i22]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:
Program Synthesis with Large Language Models. CoRR abs/2108.07732 (2021) - [i21]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:
Show Your Work: Scratchpads for Intermediate Computation with Language Models. CoRR abs/2112.00114 (2021) - 2020
- [c14]Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis:
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models. CVPR 2020: 14519-14527 - [c13]Augustus Odena, Charles Sutton:
Learning to Represent Programs with Property Signatures. ICLR 2020 - [c12]Han Zhang, Zizhao Zhang, Augustus Odena, Honglak Lee:
Consistency Regularization for Generative Adversarial Networks. ICLR 2020 - [c11]Samarth Sinha, Han Zhang, Anirudh Goyal, Yoshua Bengio, Hugo Larochelle, Augustus Odena:
Small-GAN: Speeding up GAN Training using Core-Sets. ICML 2020: 9005-9015 - [c10]Giannis Daras, Nikita Kitaev, Augustus Odena, Alexandros G. Dimakis:
SMYRF - Efficient Attention using Asymmetric Clustering. NeurIPS 2020 - [c9]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 - [i20]Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang:
Improved Consistency Regularization for GANs. CoRR abs/2002.04724 (2020) - [i19]Samarth Sinha, Anirudh Goyal, Colin Raffel, Augustus Odena:
Top-K Training of GANs: Improving Generators by Making Critics Less Critical. CoRR abs/2002.06224 (2020) - [i18]Augustus Odena, Charles Sutton:
Learning to Represent Programs with Property Signatures. CoRR abs/2002.09030 (2020) - [i17]Augustus Odena, Kensen Shi, David Bieber, Rishabh Singh, Charles Sutton:
BUSTLE: Bottom-up program-Synthesis Through Learning-guided Exploration. CoRR abs/2007.14381 (2020) - [i16]Giannis Daras, Nikita Kitaev, Augustus Odena, Alexandros G. Dimakis:
SMYRF: Efficient Attention using Asymmetric Clustering. CoRR abs/2010.05315 (2020) - [i15]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 abs/2010.11983 (2020)
2010 – 2019
- 2019
- [c8]Samaneh Azadi, Catherine Olsson, Trevor Darrell, Ian J. Goodfellow, Augustus Odena:
Discriminator Rejection Sampling. ICLR (Poster) 2019 - [c7]Augustus Odena, Catherine Olsson, David G. Andersen, Ian J. Goodfellow:
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing. ICML 2019: 4901-4911 - [c6]Han Zhang, Ian J. Goodfellow, Dimitris N. Metaxas, Augustus Odena:
Self-Attention Generative Adversarial Networks. ICML 2019: 7354-7363 - [i14]Zhengli Zhao, Nicolas Papernot, Sameer Singh, Neoklis Polyzotis, Augustus Odena:
Improving Differentially Private Models with Active Learning. CoRR abs/1910.01177 (2019) - [i13]Han Zhang, Zizhao Zhang, Augustus Odena, Honglak Lee:
Consistency Regularization for Generative Adversarial Networks. CoRR abs/1910.12027 (2019) - [i12]Samarth Sinha, Han Zhang, Anirudh Goyal, Yoshua Bengio, Hugo Larochelle, Augustus Odena:
Small-GAN: Speeding Up GAN Training Using Core-sets. CoRR abs/1910.13540 (2019) - [i11]Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis:
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models. CoRR abs/1911.12287 (2019) - 2018
- [c5]Avital Oliver, Augustus Odena, Colin Raffel, Ekin D. Cubuk, Ian J. Goodfellow:
Realistic Evaluation of Semi-Supervised Learning Algorithms. ICLR (Workshop) 2018 - [c4]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: 3846-3855 - [c3]Avital Oliver, Augustus Odena, Colin Raffel, Ekin Dogus Cubuk, Ian J. Goodfellow:
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms. NeurIPS 2018: 3239-3250 - [i10]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 abs/1802.08768 (2018) - [i9]Avital Oliver, Augustus Odena, Colin Raffel, Ekin D. Cubuk, Ian J. Goodfellow:
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms. CoRR abs/1804.09170 (2018) - [i8]Han Zhang, Ian J. Goodfellow, Dimitris N. Metaxas, Augustus Odena:
Self-Attention Generative Adversarial Networks. CoRR abs/1805.08318 (2018) - [i7]Augustus Odena, Ian J. Goodfellow:
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing. CoRR abs/1807.10875 (2018) - [i6]Catherine Olsson, Surya Bhupatiraju, Tom B. Brown, Augustus Odena, Ian J. Goodfellow:
Skill Rating for Generative Models. CoRR abs/1808.04888 (2018) - [i5]Samaneh Azadi, Catherine Olsson, Trevor Darrell, Ian J. Goodfellow, Augustus Odena:
Discriminator Rejection Sampling. CoRR abs/1810.06758 (2018) - 2017
- [c2]Augustus Odena, Dieterich Lawson, Christopher Olah:
Changing Model Behavior at Test-time Using Reinforcement Learning. ICLR (Workshop) 2017 - [c1]Augustus Odena, Christopher Olah, Jonathon Shlens:
Conditional Image Synthesis with Auxiliary Classifier GANs. ICML 2017: 2642-2651 - [i4]Augustus Odena, Dieterich Lawson, Christopher Olah:
Changing Model Behavior at Test-Time Using Reinforcement Learning. CoRR abs/1702.07780 (2017) - 2016
- [i3]Augustus Odena:
Faster Asynchronous SGD. CoRR abs/1601.04033 (2016) - [i2]Augustus Odena:
Semi-Supervised Learning with Generative Adversarial Networks. CoRR abs/1606.01583 (2016) - [i1]Augustus Odena, Christopher Olah, Jonathon Shlens:
Conditional Image Synthesis With Auxiliary Classifier GANs. CoRR abs/1610.09585 (2016)
Coauthor Index
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